C: X train estimated
C: X train observed
17576
ROWS
116825
0
DUPLICATES
0
3.4 MB
RAM
22.0 MB
47
FEATURES
46
10
CATEGORICAL
10
35
NUMERICAL
35
2
TEXT
1
2.2.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
date_calc
VALUES:
17,576
(100%)
MISSING:
---
DISTINCT:
184
(1%)
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
16,904
96%
-
-
(Other)
2
date_forecast
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
17,576
(100%)
116,825
(100%)
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
17,569
>99%
116,825
100%
(Other)
3
absolute_humidity_2m:gm3
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
82
(<1%)
183
(<1%)
ZEROES:
---
---
MAX
8.90
18.90
95%
6.80
11.20
Q3
4.90
7.90
AVG
3.93
6.01
MEDIAN
3.80
5.40
Q1
2.80
4.00
5%
1.50
2.20
MIN
0.80
0.50
RANGE
8.10
18.4
IQR
2.10
3.90
STD
1.57
2.79
VAR
2.47
7.78
KURT.
-0.305
0.087
SKEW
0.373
0.678
SUM
69,027
703k
4
air_density_2m:kgm3
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
177
(1%)
301
(<1%)
ZEROES:
---
---
MAX
1.384
1.441
95%
1.344
1.316
Q3
1.301
1.277
AVG
1.282
1.253
MEDIAN
1.278
1.253
Q1
1.261
1.228
5%
1.231
1.193
MIN
1.207
1.139
RANGE
0.177
0.302
IQR
0.040
0.049
STD
0.032
0.038
VAR
0.001
0.001
KURT.
0.234
0.967
SKEW
0.516
0.386
SUM
22,525
146k
5
ceiling_height_agl:m
VALUES:
12,980
(74%)
96,902
(83%)
MISSING:
4,596
(26%)
19,923
(17%)
DISTINCT:
10,653
(61%)
43,785
(37%)
ZEROES:
---
---
MAX
12,115
12,431
95%
8,345
8,237
Q3
4,949
3,406
AVG
3,403
2,606
MEDIAN
2,871
1,643
Q1
1,266
981
5%
431
396
MIN
28
28
RANGE
12,088
12,403
IQR
3,682
2,425
STD
2,508
2,415
VAR
6.3M
5.8M
KURT.
-0.077
1.72
SKEW
0.827
1.56
SUM
44.2M
252.5M
6
clear_sky_energy_1h:J
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
6,870
(39%)
62,506
(54%)
ZEROES:
10,702
(61%)
54,103
(46%)
MAX
2.6M
3.0M
95%
1.6M
2.5M
Q3
0.1M
0.9M
AVG
0.2M
0.5M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
2.6M
3.0M
IQR
139k
870k
STD
518k
840k
VAR
268.3B
705.8B
KURT.
5.64
0.835
SKEW
2.52
1.46
SUM
4.2B
63.4B
7
clear_sky_rad:W
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
3,294
(19%)
8,321
(7%)
ZEROES:
11,434
(65%)
58,983
(50%)
MAX
712
837
95%
443
696
Q3
38
242
AVG
66
151
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
712
837
IQR
37.8
242
STD
144
234
VAR
20,836
54,771
KURT.
5.63
0.834
SKEW
2.52
1.46
SUM
1.2M
17.6M
8
cloud_base_agl:m
VALUES:
14,772
(84%)
108,313
(93%)
MISSING:
2,804
(16%)
8,512
(7%)
DISTINCT:
10,974
(62%)
38,256
(33%)
ZEROES:
---
---
MAX
10,726
11,666
95%
6,242
5,642
Q3
2,067
2,056
AVG
1,738
1,710
MEDIAN
989
1,178
Q1
515
618
5%
190
149
MIN
27
28
RANGE
10,698
11,638
IQR
1,552
1,438
STD
1,914
1,752
VAR
3.7M
3.1M
KURT.
3.59
5.88
SKEW
1.96
2.28
SUM
25.7M
185.2M
9
dew_or_rime:idx
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(<1%)
10
dew_point_2m:K
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
306
(2%)
473
(<1%)
ZEROES:
---
---
MAX
282.4
295.1
95%
278.2
286.2
Q3
273.6
280.6
MEDIAN
269.9
274.9
AVG
269.5
275.1
Q1
265.9
270.6
5%
258.7
263.0
MIN
251.9
247.3
RANGE
30.5
47.8
IQR
7.70
10.0
STD
5.73
7.10
VAR
32.9
50.4
KURT.
-0.225
-0.109
SKEW
-0.401
-0.263
SUM
4.7M
32.1M
11
diffuse_rad:W
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
1,864
(11%)
3,004
(3%)
ZEROES:
11,437
(65%)
59,009
(51%)
MAX
319
344
95%
131
179
Q3
23
69
AVG
23
41
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
319
344
IQR
23.3
68.9
STD
47.0
61.7
VAR
2,209
3,805
KURT.
6.50
2.26
SKEW
2.51
1.67
SUM
411k
4.8M
12
diffuse_rad_1h:J
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
6,870
(39%)
62,364
(53%)
ZEROES:
10,702
(61%)
54,109
(46%)
MAX
1.1M
1.2M
95%
0.5M
0.6M
Q3
0.1M
0.2M
AVG
0.1M
0.1M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.1M
1.2M
IQR
81,775
248k
STD
167k
219k
VAR
27.9B
48.1B
KURT.
6.42
2.13
SKEW
2.50
1.65
SUM
1.5B
17.2B
13
direct_rad:W
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
1,975
(11%)
5,882
(5%)
ZEROES:
13,459
(77%)
70,813
(61%)
MAX
531
690
95%
183
333
Q3
0
33
AVG
25
52
MEDIAN
0
0
Q1
0
0
5%
0
0
MIN
0
0
RANGE
531
690
IQR
0.00
33.4
STD
79.1
116
VAR
6,264
13,434
KURT.
15.7
7.39
SKEW
3.93
2.74
SUM
447k
6.1M
14
direct_rad_1h:J
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
4,829
(27%)
50,760
(43%)
ZEROES:
12,593
(72%)
64,507
(55%)
MAX
1.9M
2.4M
95%
0.6M
1.2M
Q3
0.0M
0.1M
AVG
0.1M
0.2M
MEDIAN
0.0M
0.0M
Q1
0.0M
0.0M
5%
0.0M
0.0M
MIN
0.0M
0.0M
RANGE
1.9M
2.4M
IQR
2,712
126k
STD
281k
412k
VAR
79.1B
169.5B
KURT.
15.7
7.39
SKEW
3.93
2.73
SUM
1.6B
22.0B
15
effective_cloud_cover:p
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
1,001
(6%)
1,001
(<1%)
ZEROES:
1,007
(6%)
4,928
(4%)
MAX
100
100
95%
100
100
Q3
100
99
MEDIAN
85
80
AVG
67
67
Q1
38
41
5%
0
0
MIN
0
0
RANGE
100
100
IQR
62.0
57.9
STD
37.0
34.8
VAR
1,367
1,214
KURT.
-1.03
-0.949
SKEW
-0.730
-0.704
SUM
1.2M
7.8M
16
elevation:m
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
1
(<1%)
17
fresh_snow_12h:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
108
(<1%)
169
(<1%)
ZEROES:
13,446
(77%)
107,175
(92%)
MAX
18.0
37.6
95%
4.1
0.9
Q3
0.0
0.0
AVG
0.6
0.2
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
18.0
37.6
IQR
0.00
0.00
STD
1.67
1.09
VAR
2.79
1.20
KURT.
24.9
403
SKEW
4.27
15.6
SUM
10,572
21,825
18
fresh_snow_1h:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
30
(<1%)
56
(<1%)
ZEROES:
16,269
(93%)
114,275
(98%)
MAX
4.30
7.70
95%
0.30
0.00
Q3
0.00
0.00
AVG
0.05
0.02
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
4.30
7.70
IQR
0.00
0.00
STD
0.235
0.152
VAR
0.055
0.023
KURT.
87.1
677
SKEW
7.85
20.9
SUM
873
1,817
19
fresh_snow_24h:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
164
(<1%)
192
(<1%)
ZEROES:
11,886
(68%)
101,868
(87%)
MAX
20.1
37.6
95%
7.1
2.4
Q3
0.8
0.0
AVG
1.2
0.4
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
20.1
37.6
IQR
0.800
0.00
STD
2.63
1.72
VAR
6.89
2.95
KURT.
11.2
167
SKEW
3.12
10.4
SUM
20,354
43,651
20
fresh_snow_3h:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
56
(<1%)
99
(<1%)
ZEROES:
15,518
(88%)
112,496
(96%)
MAX
10.3
20.8
95%
1.1
0.0
Q3
0.0
0.0
AVG
0.1
0.0
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
10.3
20.8
IQR
0.00
0.00
STD
0.580
0.389
VAR
0.336
0.152
KURT.
62.1
830
SKEW
6.51
22.1
SUM
2,618
5,457
21
fresh_snow_6h:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
75
(<1%)
139
(<1%)
ZEROES:
14,693
(84%)
110,502
(95%)
MAX
15.4
34.1
95%
2.2
0.2
Q3
0.0
0.0
AVG
0.3
0.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
15.4
34.1
IQR
0.00
0.00
STD
0.994
0.673
VAR
0.988
0.453
KURT.
46.1
751
SKEW
5.55
20.9
SUM
5,243
10,912
22
is_day:idx
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
23
is_in_shadow:idx
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
2
(<1%)
2
(<1%)
24
msl_pressure:hPa
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
700
(4%)
916
(<1%)
ZEROES:
---
---
MAX
1,041.2
1,043.9
95%
1,032.9
1,029.1
Q3
1,019.4
1,018.3
MEDIAN
1,009.6
1,010.3
AVG
1,009.4
1,009.4
Q1
999.1
1,001.5
5%
985.0
985.9
MIN
970.6
944.3
RANGE
70.6
99.6
IQR
20.3
16.8
STD
14.3
13.0
VAR
206
169
KURT.
-0.513
0.446
SKEW
-0.099
-0.465
SUM
17.7M
117.9M
25
precip_5min:mm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
24
(<1%)
66
(<1%)
ZEROES:
16,717
(95%)
110,304
(94%)
MAX
0.350
0.860
95%
0.000
0.010
Q3
0.000
0.000
AVG
0.005
0.006
MEDIAN
0.000
0.000
Q1
0.000
0.000
5%
0.000
0.000
MIN
0.000
0.000
RANGE
0.350
0.860
IQR
0.00
0.00
STD
0.023
0.032
VAR
5.31e-4
0.001
KURT.
55.9
94.7
SKEW
6.65
8.54
SUM
80.3
656
26
precip_type_5min:idx
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
4
(<1%)
7
(<1%)
27
pressure_100m:hPa
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
697
(4%)
907
(<1%)
ZEROES:
---
---
MAX
1,025.6
1,028.3
95%
1,016.9
1,013.3
Q3
1,003.6
1,002.8
MEDIAN
993.8
994.8
AVG
993.7
993.9
Q1
983.5
986.2
5%
969.6
970.6
MIN
955.7
929.8
RANGE
69.9
98.5
IQR
20.1
16.6
STD
14.2
12.8
VAR
201
164
KURT.
-0.515
0.434
SKEW
-0.089
-0.481
SUM
17.5M
116.1M
28
pressure_50m:hPa
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
698
(4%)
912
(<1%)
ZEROES:
---
---
MAX
1,031.9
1,034.7
95%
1,023.3
1,019.5
Q3
1,009.9
1,008.9
MEDIAN
1,000.1
1,000.9
AVG
999.9
1,000.1
Q1
989.8
992.2
5%
975.7
976.6
MIN
961.6
935.6
RANGE
70.3
99.1
IQR
20.1
16.7
STD
14.2
12.9
VAR
203
166
KURT.
-0.513
0.444
SKEW
-0.094
-0.473
SUM
17.6M
116.8M
29
prob_rime:p
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
691
(4%)
823
(<1%)
ZEROES:
14,895
(85%)
106,233
(91%)
MAX
92.2
97.2
95%
27.4
15.8
Q3
0.0
0.0
AVG
3.5
2.1
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
92.2
97.2
IQR
0.00
0.00
STD
11.4
9.02
VAR
131
81.4
KURT.
17.9
28.5
SKEW
4.05
5.12
SUM
62,138
249k
30
rain_water:kgm2
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
5
(<1%)
11
(<1%)
31
relative_humidity_1000hPa:p
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
766
(4%)
792
(<1%)
ZEROES:
---
---
MAX
100.0
100.0
95%
93.0
93.2
Q3
83.7
85.7
MEDIAN
74.5
76.0
AVG
72.6
73.7
Q1
62.6
63.9
5%
47.2
45.9
MIN
21.1
18.7
RANGE
78.9
81.3
IQR
21.1
21.8
STD
14.4
14.8
VAR
207
219
KURT.
0.055
-0.058
SKEW
-0.590
-0.672
SUM
1.3M
8.6M
32
sfc_pressure:hPa
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
703
(4%)
921
(<1%)
ZEROES:
---
---
MAX
1,038.4
1,041.1
95%
1,029.6
1,025.8
Q3
1,016.3
1,015.1
MEDIAN
1,006.4
1,007.0
AVG
1,006.2
1,006.2
Q1
996.0
998.4
5%
981.8
982.7
MIN
967.6
941.4
RANGE
70.8
99.7
IQR
20.3
16.7
STD
14.3
12.9
VAR
205
167
KURT.
-0.512
0.453
SKEW
-0.099
-0.464
SUM
17.7M
117.5M
33
snow_density:kgm3
VALUES:
3,678
(21%)
9,232
(8%)
MISSING:
13,898
(79%)
107,593
(92%)
DISTINCT:
1
(<1%)
1
(<1%)
34
snow_depth:cm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
100
(<1%)
243
(<1%)
ZEROES:
13,898
(79%)
107,593
(92%)
MAX
10.1
26.0
95%
5.6
2.9
Q3
0.0
0.0
AVG
0.8
0.6
MEDIAN
0.0
0.0
Q1
0.0
0.0
5%
0.0
0.0
MIN
0.0
0.0
RANGE
10.1
26.0
IQR
0.00
0.00
STD
2.00
2.64
VAR
3.99
6.97
KURT.
6.12
33.5
SKEW
2.63
5.66
SUM
14,277
65,459
35
snow_drift:idx
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
1
(<1%)
2
(<1%)
36
snow_melt_10min:mm
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
15
(<1%)
19
(<1%)
ZEROES:
17,079
(97%)
114,980
(98%)
MAX
0.140
0.180
95%
0.000
0.000
Q3
0.000
0.000
AVG
0.001
0.001
MEDIAN
-0.000
0.000
Q1
-0.000
0.000
5%
0.000
0.000
MIN
-0.000
-0.000
RANGE
0.140
0.180
IQR
0.00
0.00
STD
0.009
0.006
VAR
8.13e-5
4.17e-5
KURT.
109
216
SKEW
9.59
13.3
SUM
21.9
76.8
37
snow_water:kgm2
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
25
(<1%)
41
(<1%)
ZEROES:
12,478
(71%)
81,376
(70%)
MAX
3.00
4.90
95%
0.40
0.50
Q3
0.10
0.10
AVG
0.08
0.09
MEDIAN
0.00
0.00
Q1
0.00
0.00
5%
0.00
0.00
MIN
0.00
0.00
RANGE
3.00
4.90
IQR
0.100
0.100
STD
0.185
0.243
VAR
0.034
0.059
KURT.
30.1
43.0
SKEW
4.56
5.49
SUM
1,328
10,468
38
sun_azimuth:d
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
17,145
(98%)
99,160
(85%)
ZEROES:
---
---
MAX
360
360
95%
338
340
Q3
265
270
AVG
180
180
MEDIAN
180
179
Q1
95
90
5%
22
19
MIN
0
0
RANGE
360
360
IQR
170
180
STD
100
103
VAR
10,027
10,652
KURT.
-1.15
-1.23
SKEW
8.19e-4
0.001
SUM
3.2M
21.0M
39
sun_elevation:d
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
15,783
(90%)
66,016
(57%)
ZEROES:
---
---
MAX
41.2
50.0
95%
26.5
40.8
Q3
4.5
16.6
MEDIAN
-9.9
-0.3
AVG
-10.7
-0.3
Q1
-28.2
-17.4
5%
-45.4
-41.4
MIN
-50.0
-50.0
RANGE
91.3
100
IQR
32.7
34.0
STD
21.7
24.1
VAR
471
580
KURT.
-0.785
-0.680
SKEW
0.079
0.007
SUM
-188k
-39,046
40
super_cooled_liquid_water:kgm2
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
10
(<1%)
15
(<1%)
41
t_1000hPa:K
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
267
(2%)
451
(<1%)
ZEROES:
---
---
MAX
286.1
303.2
95%
282.4
291.2
Q3
277.9
284.3
AVG
274.8
279.7
MEDIAN
274.7
278.9
Q1
271.9
275.0
5%
266.8
269.6
MIN
259.5
257.9
RANGE
26.6
45.3
IQR
6.00
9.30
STD
4.67
6.68
VAR
21.8
44.6
KURT.
0.018
0.065
SKEW
-0.222
0.298
SUM
4.8M
32.7M
42
total_cloud_cover:p
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
997
(6%)
1,001
(<1%)
ZEROES:
995
(6%)
4,898
(4%)
MAX
100
100
95%
100
100
Q3
100
100
MEDIAN
97
93
AVG
73
73
Q1
46
53
5%
0
1
MIN
0
0
RANGE
100
100
IQR
53.6
47.3
STD
37.3
34.6
VAR
1,389
1,196
KURT.
-0.652
-0.367
SKEW
-1.01
-1.07
SUM
1.3M
8.6M
43
visibility:m
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
17,310
(98%)
104,958
(90%)
ZEROES:
---
---
MAX
76,738
72,215
95%
59,751
56,821
Q3
49,470
48,576
MEDIAN
36,349
37,765
AVG
34,644
33,187
Q1
20,512
16,388
5%
5,337
2,527
MIN
160
131
RANGE
76,578
72,084
IQR
28,958
32,188
STD
17,485
18,169
VAR
305.7M
330.1M
KURT.
-1.04
-1.17
SKEW
-0.181
-0.395
SUM
608.9M
3.9B
44
wind_speed_10m:ms
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
95
(<1%)
113
(<1%)
ZEROES:
2
(<1%)
9
(<1%)
MAX
9.40
14.30
95%
6.00
6.00
Q3
3.90
3.80
AVG
2.92
2.86
MEDIAN
2.60
2.50
Q1
1.70
1.60
5%
0.80
0.80
MIN
0.00
0.00
RANGE
9.40
14.3
IQR
2.20
2.20
STD
1.59
1.63
VAR
2.53
2.67
KURT.
0.119
0.969
SKEW
0.759
0.998
SUM
51,273
334k
45
wind_speed_u_10m:ms
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
157
(<1%)
167
(<1%)
ZEROES:
487
(3%)
2,347
(2%)
MAX
9.2
11.4
95%
5.0
5.1
Q3
1.2
2.3
AVG
0.2
0.7
MEDIAN
-0.1
0.4
Q1
-1.5
-0.9
5%
-3.3
-2.7
MIN
-6.4
-6.3
RANGE
15.6
17.7
IQR
2.70
3.20
STD
2.49
2.42
VAR
6.19
5.85
KURT.
0.240
0.178
SKEW
0.617
0.571
SUM
2,639
86,449
46
wind_speed_v_10m:ms
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
128
(<1%)
170
(<1%)
ZEROES:
194
(1%)
1,717
(1%)
MAX
7.7
9.0
95%
4.3
3.9
Q3
2.4
2.0
AVG
1.3
0.8
MEDIAN
1.3
0.9
Q1
0.3
-0.5
5%
-1.7
-2.3
MIN
-5.0
-8.8
RANGE
12.7
17.8
IQR
2.10
2.50
STD
1.76
1.93
VAR
3.09
3.72
KURT.
0.390
0.394
SKEW
-0.065
0.046
SUM
23,207
97,934
47
wind_speed_w_1000hPa:ms
VALUES:
17,576
(100%)
116,825
(100%)
MISSING:
---
---
DISTINCT:
3
(<1%)
3
(<1%)
Associations
[Only including dataset "C: X train estimated"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "C: X train observed"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
date_calc
MISSING:
---
96
<1%
-
-
2023-01-28 08:00:04
96
<1%
-
-
2023-03-03 08:00:09
96
<1%
-
-
2023-02-22 08:00:04
96
<1%
-
-
2023-02-23 08:00:04
96
<1%
-
-
2023-02-24 08:00:09
96
<1%
-
-
2023-02-25 08:00:04
96
<1%
-
-
2023-02-26 08:00:04
96
<1%
-
-
2023-02-27 08:00:04
96
<1%
-
-
2023-02-28 08:00:04
96
<1%
-
-
2023-03-01 08:00:04
96
<1%
-
-
2023-03-02 08:00:10
96
<1%
-
-
2023-03-04 08:00:04
96
<1%
-
-
2022-10-28 07:00:05
96
<1%
-
-
2023-03-05 08:00:04
96
<1%
-
-
2023-03-06 08:00:05
96
<1%
-
-
2023-03-07 08:00:05
96
<1%
-
-
2023-03-08 08:00:03
96
<1%
-
-
2023-03-09 08:00:04
96
<1%
-
-
2023-03-10 08:00:03
96
<1%
-
-
2023-03-11 08:00:03
96
<1%
-
-
2023-03-12 08:00:04
96
<1%
-
-
2023-03-13 08:00:04
96
<1%
-
-
2023-02-21 08:00:04
96
<1%
-
-
2023-02-20 08:00:04
96
<1%
-
-
2023-02-19 08:00:04
96
<1%
-
-
2023-02-18 08:00:03
96
<1%
-
-
2023-01-30 08:00:04
96
<1%
-
-
2023-01-31 08:00:04
96
<1%
-
-
2023-02-01 08:00:04
96
<1%
-
-
2023-02-02 08:00:04
96
<1%
-
-
2023-02-03 08:00:04
96
<1%
-
-
2023-02-04 08:00:07
96
<1%
-
-
2023-02-05 08:00:04
96
<1%
-
-
2023-02-06 08:00:04
96
<1%
-
-
2023-02-07 08:00:04
96
<1%
-
-
2023-02-08 08:00:03
96
<1%
-
-
2023-02-09 08:00:04
96
<1%
-
-
2023-02-10 08:00:04
96
<1%
-
-
2023-02-11 08:00:22
96
<1%
-
-
2023-02-12 08:00:04
96
<1%
-
-
2023-02-13 08:00:04
96
<1%
-
-
2023-02-14 08:00:04
96
<1%
-
-
2023-02-15 08:00:24
96
<1%
-
-
2023-02-16 08:00:09
96
<1%
-
-
2023-02-17 08:00:03
96
<1%
-
-
2023-03-14 08:00:04
96
<1%
-
-
2023-03-15 08:00:04
96
<1%
-
-
2023-03-16 08:00:05
96
<1%
-
-
2023-04-08 07:00:37
96
<1%
-
-
2023-04-10 07:00:29
96
<1%
-
-
2023-04-11 07:01:11
96
<1%
-
-
2023-04-12 07:00:27
96
<1%
-
-
2023-04-13 07:00:41
96
<1%
-
-
2023-04-14 07:01:47
96
<1%
-
-
2023-04-15 07:00:03
96
<1%
-
-
2023-04-16 07:01:34
96
<1%
-
-
2023-04-17 07:00:35
96
<1%
-
-
2023-04-18 07:01:20
96
<1%
-
-
2023-04-19 07:02:30
96
<1%
-
-
2023-04-20 07:01:36
11,816
67%
-
-
(Other)
date_forecast
MISSING:
---
---
1
<1%
-
-
2022-10-28 22:00:00
1
<1%
-
-
2023-02-28 22:30:00
1
<1%
-
-
2023-03-01 00:00:00
1
<1%
-
-
2023-02-28 23:45:00
1
<1%
-
-
2023-02-28 23:30:00
1
<1%
-
-
2023-02-28 23:15:00
1
<1%
-
-
2023-02-28 23:00:00
1
<1%
-
-
2023-02-28 22:45:00
1
<1%
-
-
2023-02-28 22:15:00
1
<1%
-
-
2023-03-01 04:45:00
1
<1%
-
-
2023-02-28 22:00:00
1
<1%
-
-
2023-02-28 21:45:00
1
<1%
-
-
2023-02-28 21:30:00
1
<1%
-
-
2023-02-28 21:15:00
1
<1%
-
-
2023-02-28 21:00:00
1
<1%
-
-
2023-02-28 20:45:00
1
<1%
-
-
2023-03-01 00:15:00
1
<1%
-
-
2023-03-01 00:30:00
1
<1%
-
-
2023-03-01 00:45:00
1
<1%
-
-
2023-03-01 01:00:00
1
<1%
-
-
2023-03-01 01:15:00
1
<1%
-
-
2023-03-01 01:30:00
1
<1%
-
-
2023-03-01 01:45:00
1
<1%
-
-
2023-03-01 02:00:00
1
<1%
-
-
2023-03-01 02:15:00
1
<1%
-
-
2023-03-01 02:30:00
1
<1%
-
-
2023-03-01 02:45:00
1
<1%
-
-
2023-03-01 03:00:00
1
<1%
-
-
2023-03-01 03:15:00
1
<1%
-
-
2023-03-01 03:30:00
1
<1%
-
-
2023-03-01 03:45:00
1
<1%
-
-
2023-03-01 04:00:00
1
<1%
-
-
2023-03-01 04:15:00
1
<1%
-
-
2023-02-28 20:30:00
1
<1%
-
-
2023-02-28 20:15:00
1
<1%
-
-
2023-02-28 20:00:00
1
<1%
-
-
2023-02-28 15:45:00
1
<1%
-
-
2023-02-28 12:15:00
1
<1%
-
-
2023-02-28 12:30:00
1
<1%
-
-
2023-02-28 12:45:00
1
<1%
-
-
2023-02-28 13:00:00
1
<1%
-
-
2023-02-28 13:15:00
1
<1%
-
-
2023-02-28 13:30:00
1
<1%
-
-
2023-02-28 13:45:00
1
<1%
-
-
2023-02-28 14:00:00
1
<1%
-
-
2023-02-28 14:15:00
1
<1%
-
-
2023-02-28 14:30:00
1
<1%
-
-
2023-02-28 14:45:00
1
<1%
-
-
2023-02-28 15:00:00
1
<1%
-
-
2023-02-28 15:15:00
1
<1%
-
-
2023-02-28 15:30:00
1
<1%
-
-
2023-02-28 16:00:00
1
<1%
-
-
2023-02-28 19:45:00
1
<1%
-
-
2023-02-28 16:15:00
1
<1%
-
-
2023-02-28 16:30:00
1
<1%
-
-
2023-02-28 16:45:00
1
<1%
-
-
2023-02-28 17:00:00
1
<1%
-
-
2023-02-28 17:15:00
1
<1%
-
-
2023-02-28 17:30:00
1
<1%
-
-
2023-02-28 17:45:00
17,516
>99%
116,825
100%
(Other)
absolute_humidity_2m:gm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.98
t_1000hPa:K
0.87
air_density_2m:kgm3
-0.72
snow_depth:cm
-0.28
effective_cloud_cover:p
0.27
total_cloud_cover:p
0.26
relative_humidity_1000hPa:p
0.24
visibility:m
-0.24
snow_water:kgm2
0.22
wind_speed_u_10m:ms
0.21
cloud_base_agl:m
-0.19
ceiling_height_agl:m
-0.18
precip_5min:mm
0.17
wind_speed_10m:ms
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.39
snow_density:kgm3
0.39
super_cooled_liquid_water:kgm2
0.32
rain_water:kgm2
0.27
precip_type_5min:idx
0.23
is_in_shadow:idx
0.14
is_day:idx
0.12
wind_speed_w_1000hPa:ms
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
3.299999952316284
532
3.0%
1,353
1.2%
3.200000047683716
504
2.9%
1,266
1.1%
3.5999999046325684
484
2.8%
1,591
1.4%
4.599999904632568
468
2.7%
1,973
1.7%
4.5
468
2.7%
2,138
1.8%
4.400000095367432
463
2.6%
2,152
1.8%
2.799999952316284
456
2.6%
1,017
0.9%
3.4000000953674316
451
2.6%
1,558
1.3%
4.300000190734863
448
2.5%
2,384
2.0%
3.5
442
2.5%
1,736
1.5%
4.699999809265137
438
2.5%
1,880
1.6%
3.0999999046325684
417
2.4%
1,272
1.1%
5.0
405
2.3%
1,821
1.6%
2.700000047683716
397
2.3%
909
0.8%
4.800000190734863
388
2.2%
1,898
1.6%
SMALLEST VALUES
0.800000011920929
44
0.3%
118
0.1%
0.8999999761581421
52
0.3%
169
0.1%
1.0
30
0.2%
238
0.2%
1.100000023841858
78
0.4%
170
0.1%
1.2000000476837158
159
0.9%
220
0.2%
1.2999999523162842
167
1.0%
292
0.2%
1.399999976158142
236
1.3%
369
0.3%
1.5
244
1.4%
467
0.4%
1.600000023841858
188
1.1%
514
0.4%
1.7000000476837158
171
1.0%
512
0.4%
1.7999999523162842
229
1.3%
582
0.5%
1.899999976158142
236
1.3%
679
0.6%
2.0
301
1.7%
611
0.5%
2.0999999046325684
357
2.0%
769
0.7%
2.200000047683716
283
1.6%
661
0.6%
LARGEST VALUES
8.899999618530273
6
<0.1%
789
0.7%
8.800000190734863
2
<0.1%
827
0.7%
8.699999809265137
12
<0.1%
923
0.8%
8.600000381469727
10
<0.1%
903
0.8%
8.5
12
<0.1%
880
0.8%
8.399999618530273
22
0.1%
946
0.8%
8.300000190734863
21
0.1%
935
0.8%
8.199999809265137
30
0.2%
968
0.8%
8.100000381469727
31
0.2%
1,065
0.9%
8.0
34
0.2%
1,106
0.9%
7.900000095367432
17
<0.1%
1,224
1.0%
7.800000190734863
11
<0.1%
1,182
1.0%
7.699999809265137
30
0.2%
1,215
1.0%
7.599999904632568
44
0.3%
1,169
1.0%
7.5
42
0.2%
1,156
1.0%
air_density_2m:kgm3
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
t_1000hPa:K
-0.82
dew_point_2m:K
-0.77
absolute_humidity_2m:gm3
-0.72
sfc_pressure:hPa
0.45
msl_pressure:hPa
0.44
pressure_50m:hPa
0.44
pressure_100m:hPa
0.43
effective_cloud_cover:p
-0.37
total_cloud_cover:p
-0.35
wind_speed_10m:ms
-0.33
clear_sky_energy_1h:J
-0.26
diffuse_rad_1h:J
-0.25
snow_water:kgm2
-0.24
clear_sky_rad:W
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.39
is_in_shadow:idx
0.24
snow_density:kgm3
0.24
is_day:idx
0.22
super_cooled_liquid_water:kgm2
0.18
rain_water:kgm2
0.17
precip_type_5min:idx
0.14
wind_speed_w_1000hPa:ms
0.05
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
1.2680000066757202
349
2.0%
1,221
1.0%
1.2669999599456787
320
1.8%
1,082
0.9%
1.2699999809265137
291
1.7%
1,173
1.0%
1.2690000534057617
277
1.6%
1,159
1.0%
1.2719999551773071
271
1.5%
1,157
1.0%
1.2799999713897705
266
1.5%
1,019
0.9%
1.281999945640564
264
1.5%
1,077
0.9%
1.2660000324249268
258
1.5%
1,048
0.9%
1.2769999504089355
257
1.5%
1,104
0.9%
1.281000018119812
256
1.5%
1,050
0.9%
1.284000039100647
249
1.4%
904
0.8%
1.2730000019073486
247
1.4%
1,241
1.1%
1.2829999923706055
239
1.4%
1,083
0.9%
1.284999966621399
237
1.3%
850
0.7%
1.2640000581741333
235
1.3%
1,121
1.0%
SMALLEST VALUES
1.2070000171661377
2
<0.1%
550
0.5%
1.2079999446868896
3
<0.1%
633
0.5%
1.2089999914169312
10
<0.1%
628
0.5%
1.2100000381469727
17
<0.1%
598
0.5%
1.2109999656677246
7
<0.1%
684
0.6%
1.2120000123977661
3
<0.1%
747
0.6%
1.2130000591278076
5
<0.1%
767
0.7%
1.2139999866485596
6
<0.1%
810
0.7%
1.215000033378601
10
<0.1%
760
0.7%
1.215999960899353
13
<0.1%
800
0.7%
1.2170000076293945
25
0.1%
825
0.7%
1.218000054359436
39
0.2%
773
0.7%
1.218999981880188
41
0.2%
793
0.7%
1.2200000286102295
47
0.3%
865
0.7%
1.2209999561309814
41
0.2%
889
0.8%
LARGEST VALUES
1.3839999437332153
1
<0.1%
24
<0.1%
1.3830000162124634
3
<0.1%
13
<0.1%
1.3819999694824219
6
<0.1%
12
<0.1%
1.3799999952316284
1
<0.1%
12
<0.1%
1.378999948501587
12
<0.1%
15
<0.1%
1.378000020980835
8
<0.1%
14
<0.1%
1.3769999742507935
8
<0.1%
20
<0.1%
1.3760000467300415
27
0.2%
17
<0.1%
1.375
36
0.2%
15
<0.1%
1.3739999532699585
12
<0.1%
15
<0.1%
1.3730000257492065
10
<0.1%
17
<0.1%
1.371999979019165
15
<0.1%
25
<0.1%
1.371000051498413
14
<0.1%
19
<0.1%
1.3700000047683716
33
0.2%
16
<0.1%
1.36899995803833
18
0.1%
17
<0.1%
ceiling_height_agl:m
MISSING:
4,596
(26%)
19,923
(17%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
cloud_base_agl:m
0.69
effective_cloud_cover:p
-0.59
visibility:m
0.47
wind_speed_u_10m:ms
-0.29
relative_humidity_1000hPa:p
-0.27
prob_rime:p
0.25
snow_water:kgm2
-0.25
dew_point_2m:K
-0.18
absolute_humidity_2m:gm3
-0.18
wind_speed_v_10m:ms
0.17
total_cloud_cover:p
-0.14
precip_5min:mm
-0.14
direct_rad_1h:J
0.14
wind_speed_10m:ms
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.21
dew_or_rime:idx
0.09
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
is_in_shadow:idx
0.04
snow_density:kgm3
0.04
is_day:idx
0.03
wind_speed_w_1000hPa:ms
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
28.0
12
<0.1%
63
<0.1%
27.799999237060547
11
<0.1%
12
<0.1%
9033.2998046875
11
<0.1%
0
0.0%
27.899999618530273
10
<0.1%
40
<0.1%
28.100000381469727
10
<0.1%
83
<0.1%
28.700000762939453
10
<0.1%
30
<0.1%
29.600000381469727
9
<0.1%
7
<0.1%
29.200000762939453
9
<0.1%
1
<0.1%
4068.699951171875
8
<0.1%
0
0.0%
1880.5
8
<0.1%
2
<0.1%
743.9000244140625
8
<0.1%
2
<0.1%
1214.199951171875
8
<0.1%
3
<0.1%
28.600000381469727
8
<0.1%
38
<0.1%
3389.60009765625
8
<0.1%
1
<0.1%
5206.7998046875
8
<0.1%
0
0.0%
SMALLEST VALUES
27.600000381469727
4
<0.1%
0
0.0%
27.799999237060547
11
<0.1%
12
<0.1%
27.899999618530273
10
<0.1%
40
<0.1%
28.0
12
<0.1%
63
<0.1%
28.100000381469727
10
<0.1%
83
<0.1%
28.200000762939453
3
<0.1%
102
0.1%
28.299999237060547
5
<0.1%
108
0.1%
28.399999618530273
1
<0.1%
75
<0.1%
28.5
7
<0.1%
30
<0.1%
28.600000381469727
8
<0.1%
38
<0.1%
28.700000762939453
10
<0.1%
30
<0.1%
29.100000381469727
6
<0.1%
1
<0.1%
29.200000762939453
9
<0.1%
1
<0.1%
29.299999237060547
1
<0.1%
27
<0.1%
29.600000381469727
9
<0.1%
7
<0.1%
LARGEST VALUES
12115.400390625
1
<0.1%
0
0.0%
11939.5
4
<0.1%
0
0.0%
11903.099609375
1
<0.1%
0
0.0%
11866.7998046875
1
<0.1%
0
0.0%
11830.400390625
1
<0.1%
0
0.0%
11794.099609375
1
<0.1%
0
0.0%
11521.400390625
4
<0.1%
0
0.0%
11480.2001953125
1
<0.1%
0
0.0%
11375.900390625
1
<0.1%
0
0.0%
11366.099609375
1
<0.1%
0
0.0%
11356.2998046875
1
<0.1%
0
0.0%
11346.400390625
1
<0.1%
0
0.0%
11336.599609375
1
<0.1%
0
0.0%
11291.7001953125
1
<0.1%
0
0.0%
11266.2998046875
1
<0.1%
0
0.0%
clear_sky_energy_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_rad:W
0.99
diffuse_rad_1h:J
0.91
diffuse_rad:W
0.90
direct_rad_1h:J
0.76
direct_rad:W
0.75
sun_elevation:d
0.72
relative_humidity_1000hPa:p
-0.33
wind_speed_v_10m:ms
-0.31
air_density_2m:kgm3
-0.26
t_1000hPa:K
0.19
dew_point_2m:K
0.15
prob_rime:p
-0.14
absolute_humidity_2m:gm3
0.14
msl_pressure:hPa
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.74
is_day:idx
0.62
dew_or_rime:idx
0.21
snow_density:kgm3
0.12
precip_type_5min:idx
0.07
wind_speed_w_1000hPa:ms
0.05
super_cooled_liquid_water:kgm2
0.05
rain_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
10,702
60.9%
54,103
46.3%
2603.60009765625
2
<0.1%
0
0.0%
17980.0
2
<0.1%
0
0.0%
87983.3984375
2
<0.1%
0
0.0%
63685.1015625
2
<0.1%
0
0.0%
1664.9000244140625
2
<0.1%
0
0.0%
1639795.125
1
<0.1%
0
0.0%
1572005.875
1
<0.1%
0
0.0%
1614620.25
1
<0.1%
0
0.0%
1648743.875
1
<0.1%
0
0.0%
1674180.125
1
<0.1%
0
0.0%
1690783.75
1
<0.1%
0
0.0%
1698461.0
1
<0.1%
0
0.0%
1697168.25
1
<0.1%
0
0.0%
1686912.75
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,702
60.9%
54,103
46.3%
20.399999618530273
1
<0.1%
1
<0.1%
21.600000381469727
1
<0.1%
0
0.0%
25.700000762939453
1
<0.1%
0
0.0%
44.900001525878906
1
<0.1%
0
0.0%
51.0
1
<0.1%
0
0.0%
56.900001525878906
1
<0.1%
1
<0.1%
64.5999984741211
1
<0.1%
0
0.0%
64.9000015258789
1
<0.1%
0
0.0%
67.0
1
<0.1%
0
0.0%
86.4000015258789
1
<0.1%
0
0.0%
96.5
1
<0.1%
0
0.0%
100.0
1
<0.1%
0
0.0%
111.0999984741211
1
<0.1%
0
0.0%
111.5999984741211
1
<0.1%
1
<0.1%
LARGEST VALUES
2558351.5
1
<0.1%
0
0.0%
2554290.5
1
<0.1%
0
0.0%
2553667.25
1
<0.1%
0
0.0%
2541503.5
1
<0.1%
0
0.0%
2540467.0
1
<0.1%
0
0.0%
2540260.0
1
<0.1%
0
0.0%
2536480.0
1
<0.1%
0
0.0%
2535695.0
1
<0.1%
0
0.0%
2523753.0
1
<0.1%
0
0.0%
2522241.5
1
<0.1%
0
0.0%
2522187.0
1
<0.1%
0
0.0%
2520052.25
1
<0.1%
0
0.0%
2518333.75
1
<0.1%
0
0.0%
2518194.0
1
<0.1%
0
0.0%
2517377.0
1
<0.1%
0
0.0%
clear_sky_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
0.99
diffuse_rad:W
0.91
diffuse_rad_1h:J
0.91
direct_rad:W
0.76
direct_rad_1h:J
0.75
sun_elevation:d
0.72
relative_humidity_1000hPa:p
-0.31
wind_speed_v_10m:ms
-0.29
air_density_2m:kgm3
-0.24
t_1000hPa:K
0.17
dew_point_2m:K
0.14
prob_rime:p
-0.14
absolute_humidity_2m:gm3
0.13
msl_pressure:hPa
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.75
is_day:idx
0.62
dew_or_rime:idx
0.21
snow_density:kgm3
0.12
precip_type_5min:idx
0.08
rain_water:kgm2
0.05
wind_speed_w_1000hPa:ms
0.05
super_cooled_liquid_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
11,434
65.1%
58,983
50.5%
5.900000095367432
14
<0.1%
33
<0.1%
24.5
11
<0.1%
44
<0.1%
10.600000381469727
11
<0.1%
33
<0.1%
10.899999618530273
11
<0.1%
23
<0.1%
23.700000762939453
11
<0.1%
31
<0.1%
25.600000381469727
11
<0.1%
37
<0.1%
4.300000190734863
10
<0.1%
23
<0.1%
14.699999809265137
10
<0.1%
35
<0.1%
21.0
10
<0.1%
33
<0.1%
24.200000762939453
10
<0.1%
33
<0.1%
23.600000381469727
10
<0.1%
31
<0.1%
34.79999923706055
9
<0.1%
24
<0.1%
24.299999237060547
9
<0.1%
29
<0.1%
24.700000762939453
9
<0.1%
44
<0.1%
SMALLEST VALUES
0.0
11,434
65.1%
58,983
50.5%
0.10000000149011612
3
<0.1%
30
<0.1%
0.20000000298023224
6
<0.1%
35
<0.1%
0.30000001192092896
2
<0.1%
28
<0.1%
0.4000000059604645
3
<0.1%
36
<0.1%
0.5
6
<0.1%
31
<0.1%
0.6000000238418579
8
<0.1%
26
<0.1%
0.699999988079071
2
<0.1%
40
<0.1%
0.800000011920929
8
<0.1%
32
<0.1%
0.8999999761581421
6
<0.1%
30
<0.1%
1.0
4
<0.1%
24
<0.1%
1.100000023841858
7
<0.1%
36
<0.1%
1.2000000476837158
2
<0.1%
41
<0.1%
1.2999999523162842
3
<0.1%
25
<0.1%
1.399999976158142
5
<0.1%
17
<0.1%
LARGEST VALUES
712.2999877929688
1
<0.1%
3
<0.1%
711.0999755859375
1
<0.1%
6
<0.1%
711.0
1
<0.1%
5
<0.1%
707.5999755859375
1
<0.1%
4
<0.1%
707.2999877929688
1
<0.1%
2
<0.1%
707.2000122070312
1
<0.1%
8
<0.1%
706.2000122070312
1
<0.1%
7
<0.1%
706.0
1
<0.1%
2
<0.1%
702.7000122070312
1
<0.1%
5
<0.1%
702.2999877929688
1
<0.1%
6
<0.1%
702.2000122070312
1
<0.1%
5
<0.1%
701.5999755859375
1
<0.1%
1
<0.1%
701.2000122070312
1
<0.1%
5
<0.1%
701.0999755859375
1
<0.1%
2
<0.1%
700.9000244140625
1
<0.1%
7
<0.1%
cloud_base_agl:m
MISSING:
2,804
(16%)
8,512
(7%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ceiling_height_agl:m
0.69
visibility:m
0.31
effective_cloud_cover:p
-0.29
relative_humidity_1000hPa:p
-0.26
wind_speed_u_10m:ms
-0.26
wind_speed_10m:ms
-0.25
prob_rime:p
0.20
dew_point_2m:K
-0.19
absolute_humidity_2m:gm3
-0.19
air_density_2m:kgm3
0.19
fresh_snow_12h:cm
-0.15
fresh_snow_6h:cm
-0.15
snow_water:kgm2
-0.14
fresh_snow_3h:cm
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.16
dew_or_rime:idx
0.13
precip_type_5min:idx
0.08
is_in_shadow:idx
0.04
is_day:idx
0.03
rain_water:kgm2
0.02
snow_density:kgm3
0.02
wind_speed_w_1000hPa:ms
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
28.0
36
0.2%
21
<0.1%
28.100000381469727
29
0.2%
17
<0.1%
27.600000381469727
21
0.1%
0
0.0%
27.899999618530273
15
0.1%
15
<0.1%
27.5
14
<0.1%
0
0.0%
28.700000762939453
13
<0.1%
5
<0.1%
345.20001220703125
11
<0.1%
3
<0.1%
27.700000762939453
10
<0.1%
0
0.0%
29.399999618530273
10
<0.1%
6
<0.1%
27.799999237060547
9
<0.1%
0
0.0%
28.200000762939453
9
<0.1%
24
<0.1%
464.0
9
<0.1%
4
<0.1%
872.5999755859375
8
<0.1%
3
<0.1%
802.2000122070312
8
<0.1%
5
<0.1%
27.399999618530273
8
<0.1%
0
0.0%
SMALLEST VALUES
27.299999237060547
4
<0.1%
0
0.0%
27.399999618530273
8
<0.1%
0
0.0%
27.5
14
<0.1%
0
0.0%
27.600000381469727
21
0.1%
0
0.0%
27.700000762939453
10
<0.1%
0
0.0%
27.799999237060547
9
<0.1%
0
0.0%
27.899999618530273
15
0.1%
15
<0.1%
28.0
36
0.2%
21
<0.1%
28.100000381469727
29
0.2%
17
<0.1%
28.200000762939453
9
<0.1%
24
<0.1%
28.299999237060547
5
<0.1%
36
<0.1%
28.399999618530273
2
<0.1%
24
<0.1%
28.600000381469727
1
<0.1%
53
<0.1%
28.700000762939453
13
<0.1%
5
<0.1%
28.799999237060547
1
<0.1%
6
<0.1%
LARGEST VALUES
10725.599609375
7
<0.1%
0
0.0%
10658.5
4
<0.1%
0
0.0%
10559.5
1
<0.1%
0
0.0%
10528.0
7
<0.1%
0
0.0%
10460.400390625
1
<0.1%
0
0.0%
10361.2998046875
1
<0.1%
0
0.0%
10262.2001953125
1
<0.1%
0
0.0%
10217.2001953125
1
<0.1%
0
0.0%
10172.099609375
1
<0.1%
0
0.0%
10127.0
1
<0.1%
0
0.0%
10082.0
4
<0.1%
0
0.0%
10065.5
1
<0.1%
0
0.0%
10064.7998046875
4
<0.1%
0
0.0%
9941.7001953125
4
<0.1%
0
0.0%
9847.0
1
<0.1%
0
0.0%
dew_or_rime:idx
MISSING:
---
---
TOP CATEGORIES
0.0
14,485
82%
100,889
86%
-1.0
2,369
13%
8,778
8%
1.0
722
4%
7,158
6%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dew_or_rime:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
is_in_shadow:idx
0.10
is_day:idx
0.08
rain_water:kgm2
0.07
snow_density:kgm3
0.05
super_cooled_liquid_water:kgm2
0.04
precip_type_5min:idx
0.04
wind_speed_w_1000hPa:ms
0.03

THESE FEATURES
GIVE INFORMATION
ON dew_or_rime:idx:
is_in_shadow:idx
0.10
is_day:idx
0.10
snow_density:kgm3
0.05
super_cooled_liquid_water:kgm2
0.05
rain_water:kgm2
0.02
precip_type_5min:idx
0.02
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
CORRELATION RATIO WITH...
prob_rime:p
0.72
air_density_2m:kgm3
0.39
absolute_humidity_2m:gm3
0.39
dew_point_2m:K
0.38
t_1000hPa:K
0.34
relative_humidity_1000hPa:p
0.32
wind_speed_10m:ms
0.32
sun_elevation:d
0.29
effective_cloud_cover:p
0.25
diffuse_rad_1h:J
0.23
diffuse_rad:W
0.22
clear_sky_energy_1h:J
0.21
clear_sky_rad:W
0.21
total_cloud_cover:p
0.19
dew_point_2m:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
absolute_humidity_2m:gm3
0.98
t_1000hPa:K
0.89
air_density_2m:kgm3
-0.77
effective_cloud_cover:p
0.29
total_cloud_cover:p
0.28
snow_depth:cm
-0.28
visibility:m
-0.21
snow_water:kgm2
0.21
wind_speed_u_10m:ms
0.21
relative_humidity_1000hPa:p
0.20
cloud_base_agl:m
-0.19
wind_speed_10m:ms
0.19
ceiling_height_agl:m
-0.18
precip_5min:mm
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.40
dew_or_rime:idx
0.38
super_cooled_liquid_water:kgm2
0.30
rain_water:kgm2
0.22
precip_type_5min:idx
0.20
is_in_shadow:idx
0.15
is_day:idx
0.12
wind_speed_w_1000hPa:ms
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
272.6000061035156
183
1.0%
642
0.5%
271.8999938964844
179
1.0%
701
0.6%
272.20001220703125
178
1.0%
678
0.6%
272.70001220703125
176
1.0%
610
0.5%
273.6000061035156
171
1.0%
646
0.6%
273.70001220703125
162
0.9%
628
0.5%
272.29998779296875
159
0.9%
645
0.6%
272.0
158
0.9%
702
0.6%
272.79998779296875
158
0.9%
616
0.5%
268.20001220703125
156
0.9%
339
0.3%
268.29998779296875
151
0.9%
347
0.3%
268.70001220703125
145
0.8%
445
0.4%
272.3999938964844
144
0.8%
660
0.6%
269.20001220703125
144
0.8%
459
0.4%
268.1000061035156
143
0.8%
360
0.3%
SMALLEST VALUES
251.89999389648438
3
<0.1%
11
<0.1%
252.0
6
<0.1%
10
<0.1%
252.10000610351562
3
<0.1%
8
<0.1%
252.1999969482422
2
<0.1%
9
<0.1%
252.3000030517578
5
<0.1%
6
<0.1%
252.39999389648438
4
<0.1%
7
<0.1%
252.5
11
<0.1%
7
<0.1%
252.60000610351562
9
<0.1%
10
<0.1%
252.6999969482422
5
<0.1%
12
<0.1%
252.8000030517578
4
<0.1%
11
<0.1%
252.89999389648438
4
<0.1%
12
<0.1%
253.0
4
<0.1%
13
<0.1%
253.10000610351562
6
<0.1%
11
<0.1%
253.1999969482422
2
<0.1%
12
<0.1%
253.3000030517578
6
<0.1%
25
<0.1%
LARGEST VALUES
282.3999938964844
3
<0.1%
427
0.4%
282.29998779296875
2
<0.1%
494
0.4%
282.20001220703125
1
<0.1%
515
0.4%
282.1000061035156
2
<0.1%
544
0.5%
282.0
6
<0.1%
439
0.4%
281.8999938964844
8
<0.1%
527
0.5%
281.79998779296875
5
<0.1%
454
0.4%
281.70001220703125
8
<0.1%
526
0.5%
281.6000061035156
5
<0.1%
498
0.4%
281.5
9
<0.1%
487
0.4%
281.3999938964844
12
<0.1%
507
0.4%
281.29998779296875
9
<0.1%
545
0.5%
281.20001220703125
14
<0.1%
523
0.4%
281.1000061035156
19
0.1%
570
0.5%
281.0
13
<0.1%
532
0.5%
diffuse_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.99
clear_sky_rad:W
0.91
clear_sky_energy_1h:J
0.90
sun_elevation:d
0.72
direct_rad:W
0.55
direct_rad_1h:J
0.54
relative_humidity_1000hPa:p
-0.27
wind_speed_v_10m:ms
-0.27
air_density_2m:kgm3
-0.24
prob_rime:p
-0.15
t_1000hPa:K
0.13
dew_point_2m:K
0.11
absolute_humidity_2m:gm3
0.10
snow_melt_10min:mm
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.78
is_day:idx
0.68
dew_or_rime:idx
0.22
super_cooled_liquid_water:kgm2
0.09
snow_density:kgm3
0.08
precip_type_5min:idx
0.07
rain_water:kgm2
0.06
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
11,437
65.1%
59,009
50.5%
21.200000762939453
17
<0.1%
49
<0.1%
12.800000190734863
16
<0.1%
44
<0.1%
21.5
16
<0.1%
40
<0.1%
30.899999618530273
15
<0.1%
43
<0.1%
8.699999809265137
15
<0.1%
51
<0.1%
22.600000381469727
14
<0.1%
43
<0.1%
22.700000762939453
14
<0.1%
40
<0.1%
24.399999618530273
13
<0.1%
34
<0.1%
11.399999618530273
13
<0.1%
48
<0.1%
15.100000381469727
13
<0.1%
55
<0.1%
1.7000000476837158
13
<0.1%
66
<0.1%
13.399999618530273
13
<0.1%
40
<0.1%
6.900000095367432
13
<0.1%
52
<0.1%
18.700000762939453
13
<0.1%
45
<0.1%
SMALLEST VALUES
0.0
11,437
65.1%
59,009
50.5%
0.10000000149011612
9
<0.1%
72
<0.1%
0.20000000298023224
5
<0.1%
81
<0.1%
0.30000001192092896
9
<0.1%
78
<0.1%
0.4000000059604645
5
<0.1%
58
<0.1%
0.5
9
<0.1%
62
<0.1%
0.6000000238418579
10
<0.1%
58
<0.1%
0.699999988079071
5
<0.1%
57
<0.1%
0.800000011920929
8
<0.1%
64
<0.1%
0.8999999761581421
9
<0.1%
63
<0.1%
1.0
10
<0.1%
61
<0.1%
1.100000023841858
7
<0.1%
66
<0.1%
1.2000000476837158
8
<0.1%
70
<0.1%
1.2999999523162842
9
<0.1%
53
<0.1%
1.399999976158142
6
<0.1%
56
<0.1%
LARGEST VALUES
319.0
1
<0.1%
0
0.0%
315.5
1
<0.1%
1
<0.1%
310.8999938964844
1
<0.1%
0
0.0%
305.29998779296875
1
<0.1%
1
<0.1%
302.3999938964844
1
<0.1%
0
0.0%
298.6000061035156
1
<0.1%
0
0.0%
288.70001220703125
1
<0.1%
1
<0.1%
284.5
2
<0.1%
3
<0.1%
284.0
1
<0.1%
2
<0.1%
279.79998779296875
1
<0.1%
1
<0.1%
278.29998779296875
1
<0.1%
1
<0.1%
271.70001220703125
1
<0.1%
4
<0.1%
271.29998779296875
1
<0.1%
0
0.0%
270.8999938964844
1
<0.1%
1
<0.1%
270.6000061035156
1
<0.1%
1
<0.1%
diffuse_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad:W
0.99
clear_sky_energy_1h:J
0.91
clear_sky_rad:W
0.91
sun_elevation:d
0.72
direct_rad_1h:J
0.55
direct_rad:W
0.55
relative_humidity_1000hPa:p
-0.29
wind_speed_v_10m:ms
-0.28
air_density_2m:kgm3
-0.25
prob_rime:p
-0.15
t_1000hPa:K
0.14
dew_point_2m:K
0.12
absolute_humidity_2m:gm3
0.11
snow_melt_10min:mm
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.77
is_day:idx
0.68
dew_or_rime:idx
0.23
super_cooled_liquid_water:kgm2
0.09
snow_density:kgm3
0.08
precip_type_5min:idx
0.07
rain_water:kgm2
0.06
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
10,702
60.9%
54,109
46.3%
134185.5
2
<0.1%
0
0.0%
148261.203125
2
<0.1%
0
0.0%
217110.796875
2
<0.1%
0
0.0%
22982.900390625
2
<0.1%
0
0.0%
76568.796875
2
<0.1%
0
0.0%
391378.0
1
<0.1%
0
0.0%
526617.8125
1
<0.1%
0
0.0%
495939.40625
1
<0.1%
0
0.0%
508919.0
1
<0.1%
0
0.0%
518120.40625
1
<0.1%
0
0.0%
531385.8125
1
<0.1%
0
0.0%
541628.125
1
<0.1%
0
0.0%
548827.1875
1
<0.1%
0
0.0%
552983.375
1
<0.1%
0
0.0%
SMALLEST VALUES
0.0
10,702
60.9%
54,109
46.3%
56.20000076293945
1
<0.1%
0
0.0%
82.0999984741211
1
<0.1%
0
0.0%
85.80000305175781
1
<0.1%
0
0.0%
106.5
1
<0.1%
0
0.0%
117.19999694824219
1
<0.1%
0
0.0%
169.6999969482422
1
<0.1%
0
0.0%
190.3000030517578
1
<0.1%
0
0.0%
193.39999389648438
1
<0.1%
0
0.0%
209.60000610351562
1
<0.1%
0
0.0%
225.0
1
<0.1%
0
0.0%
256.0
1
<0.1%
0
0.0%
264.79998779296875
1
<0.1%
0
0.0%
276.70001220703125
1
<0.1%
0
0.0%
352.70001220703125
1
<0.1%
0
0.0%
LARGEST VALUES
1111721.25
1
<0.1%
0
0.0%
1093861.25
1
<0.1%
0
0.0%
1079984.5
1
<0.1%
0
0.0%
1071799.5
1
<0.1%
0
0.0%
1045835.125
1
<0.1%
0
0.0%
1045287.3125
1
<0.1%
0
0.0%
1016287.6875
1
<0.1%
0
0.0%
1008927.375
1
<0.1%
0
0.0%
1007848.3125
1
<0.1%
0
0.0%
997302.8125
1
<0.1%
0
0.0%
995095.875
1
<0.1%
0
0.0%
992640.5
1
<0.1%
0
0.0%
986147.0
1
<0.1%
0
0.0%
981527.0
1
<0.1%
0
0.0%
975782.625
1
<0.1%
0
0.0%
direct_rad:W
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad_1h:J
0.99
clear_sky_rad:W
0.76
clear_sky_energy_1h:J
0.75
diffuse_rad_1h:J
0.55
diffuse_rad:W
0.55
sun_elevation:d
0.52
relative_humidity_1000hPa:p
-0.40
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.30
wind_speed_v_10m:ms
-0.20
msl_pressure:hPa
0.17
pressure_100m:hPa
0.17
air_density_2m:kgm3
-0.17
pressure_50m:hPa
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.54
is_day:idx
0.44
dew_or_rime:idx
0.15
super_cooled_liquid_water:kgm2
0.14
snow_density:kgm3
0.10
wind_speed_w_1000hPa:ms
0.08
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
13,459
76.6%
70,813
60.6%
0.30000001192092896
66
0.4%
351
0.3%
0.20000000298023224
53
0.3%
445
0.4%
0.6000000238418579
41
0.2%
226
0.2%
0.10000000149011612
36
0.2%
804
0.7%
0.4000000059604645
26
0.1%
323
0.3%
0.5
24
0.1%
261
0.2%
1.100000023841858
21
0.1%
148
0.1%
0.699999988079071
21
0.1%
229
0.2%
0.800000011920929
18
0.1%
175
0.1%
1.7000000476837158
16
<0.1%
137
0.1%
1.5
16
<0.1%
135
0.1%
0.8999999761581421
14
<0.1%
192
0.2%
1.399999976158142
14
<0.1%
139
0.1%
2.0
14
<0.1%
109
<0.1%
SMALLEST VALUES
0.0
13,459
76.6%
70,813
60.6%
0.10000000149011612
36
0.2%
804
0.7%
0.20000000298023224
53
0.3%
445
0.4%
0.30000001192092896
66
0.4%
351
0.3%
0.4000000059604645
26
0.1%
323
0.3%
0.5
24
0.1%
261
0.2%
0.6000000238418579
41
0.2%
226
0.2%
0.699999988079071
21
0.1%
229
0.2%
0.800000011920929
18
0.1%
175
0.1%
0.8999999761581421
14
<0.1%
192
0.2%
1.0
14
<0.1%
187
0.2%
1.100000023841858
21
0.1%
148
0.1%
1.2000000476837158
11
<0.1%
159
0.1%
1.2999999523162842
9
<0.1%
136
0.1%
1.399999976158142
14
<0.1%
139
0.1%
LARGEST VALUES
531.4000244140625
1
<0.1%
2
<0.1%
531.2999877929688
1
<0.1%
1
<0.1%
529.5
1
<0.1%
2
<0.1%
528.4000244140625
1
<0.1%
3
<0.1%
525.7000122070312
1
<0.1%
2
<0.1%
523.5999755859375
1
<0.1%
2
<0.1%
519.9000244140625
1
<0.1%
4
<0.1%
516.7999877929688
1
<0.1%
2
<0.1%
515.4000244140625
1
<0.1%
2
<0.1%
514.7000122070312
1
<0.1%
1
<0.1%
512.2999877929688
1
<0.1%
2
<0.1%
512.0999755859375
1
<0.1%
5
<0.1%
510.5
1
<0.1%
2
<0.1%
508.20001220703125
1
<0.1%
2
<0.1%
507.6000061035156
1
<0.1%
2
<0.1%
direct_rad_1h:J
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
direct_rad:W
0.99
clear_sky_energy_1h:J
0.76
clear_sky_rad:W
0.75
diffuse_rad_1h:J
0.55
diffuse_rad:W
0.54
sun_elevation:d
0.52
relative_humidity_1000hPa:p
-0.43
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.30
wind_speed_v_10m:ms
-0.21
air_density_2m:kgm3
-0.18
msl_pressure:hPa
0.17
pressure_100m:hPa
0.17
pressure_50m:hPa
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.54
is_day:idx
0.44
dew_or_rime:idx
0.15
super_cooled_liquid_water:kgm2
0.14
snow_density:kgm3
0.10
wind_speed_w_1000hPa:ms
0.08
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
12,593
71.6%
64,507
55.2%
0.10000000149011612
18
0.1%
8
<0.1%
3.799999952316284
8
<0.1%
5
<0.1%
3.0
4
<0.1%
13
<0.1%
2.200000047683716
4
<0.1%
17
<0.1%
17.399999618530273
3
<0.1%
1
<0.1%
0.6000000238418579
3
<0.1%
14
<0.1%
511.6000061035156
3
<0.1%
0
0.0%
3.9000000953674316
3
<0.1%
4
<0.1%
4.0
3
<0.1%
8
<0.1%
2.5999999046325684
2
<0.1%
8
<0.1%
19514.5
2
<0.1%
0
0.0%
13850.0
2
<0.1%
0
0.0%
1187.5999755859375
2
<0.1%
2
<0.1%
540.5999755859375
2
<0.1%
2
<0.1%
SMALLEST VALUES
0.0
12,593
71.6%
64,507
55.2%
0.10000000149011612
18
0.1%
8
<0.1%
0.6000000238418579
3
<0.1%
14
<0.1%
0.699999988079071
2
<0.1%
15
<0.1%
0.800000011920929
1
<0.1%
14
<0.1%
0.8999999761581421
1
<0.1%
17
<0.1%
1.100000023841858
2
<0.1%
16
<0.1%
1.2000000476837158
2
<0.1%
7
<0.1%
1.399999976158142
2
<0.1%
8
<0.1%
1.5
1
<0.1%
13
<0.1%
1.600000023841858
1
<0.1%
8
<0.1%
1.7000000476837158
2
<0.1%
8
<0.1%
1.7999999523162842
1
<0.1%
0
0.0%
1.899999976158142
1
<0.1%
10
<0.1%
2.0999999046325684
1
<0.1%
16
<0.1%
LARGEST VALUES
1897313.25
1
<0.1%
0
0.0%
1895533.0
1
<0.1%
0
0.0%
1892079.75
1
<0.1%
0
0.0%
1886742.875
1
<0.1%
0
0.0%
1875321.875
1
<0.1%
0
0.0%
1870981.5
1
<0.1%
0
0.0%
1851761.125
1
<0.1%
0
0.0%
1846356.25
1
<0.1%
0
0.0%
1835824.625
1
<0.1%
0
0.0%
1835030.625
1
<0.1%
0
0.0%
1829720.375
1
<0.1%
0
0.0%
1827332.5
1
<0.1%
0
0.0%
1821545.625
1
<0.1%
0
0.0%
1814991.375
1
<0.1%
0
0.0%
1812758.25
1
<0.1%
0
0.0%
effective_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_cloud_cover:p
0.95
ceiling_height_agl:m
-0.59
visibility:m
-0.41
air_density_2m:kgm3
-0.37
snow_water:kgm2
0.36
sfc_pressure:hPa
-0.30
pressure_50m:hPa
-0.30
msl_pressure:hPa
-0.30
direct_rad_1h:J
-0.30
pressure_100m:hPa
-0.30
direct_rad:W
-0.30
dew_point_2m:K
0.29
cloud_base_agl:m
-0.29
absolute_humidity_2m:gm3
0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.43
dew_or_rime:idx
0.25
precip_type_5min:idx
0.18
rain_water:kgm2
0.14
is_day:idx
0.05
is_in_shadow:idx
0.04
wind_speed_w_1000hPa:ms
0.02
snow_density:kgm3
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
100.0
4,244
24.1%
16,745
14.3%
0.0
1,007
5.7%
4,928
4.2%
99.9000015258789
258
1.5%
2,326
2.0%
99.80000305175781
246
1.4%
1,713
1.5%
99.69999694824219
234
1.3%
1,369
1.2%
99.5999984741211
172
1.0%
1,235
1.1%
99.4000015258789
131
0.7%
884
0.8%
99.5
119
0.7%
853
0.7%
99.19999694824219
111
0.6%
769
0.7%
0.699999988079071
91
0.5%
343
0.3%
99.0999984741211
90
0.5%
576
0.5%
99.30000305175781
86
0.5%
723
0.6%
98.9000015258789
85
0.5%
560
0.5%
50.0
85
0.5%
453
0.4%
98.69999694824219
80
0.5%
450
0.4%
SMALLEST VALUES
0.0
1,007
5.7%
4,928
4.2%
0.10000000149011612
64
0.4%
216
0.2%
0.20000000298023224
42
0.2%
265
0.2%
0.30000001192092896
26
0.1%
99
<0.1%
0.4000000059604645
47
0.3%
309
0.3%
0.5
27
0.2%
82
<0.1%
0.6000000238418579
76
0.4%
273
0.2%
0.699999988079071
91
0.5%
343
0.3%
0.800000011920929
58
0.3%
493
0.4%
0.8999999761581421
12
<0.1%
145
0.1%
1.0
34
0.2%
132
0.1%
1.100000023841858
12
<0.1%
116
<0.1%
1.2000000476837158
42
0.2%
233
0.2%
1.2999999523162842
12
<0.1%
95
<0.1%
1.399999976158142
25
0.1%
118
0.1%
LARGEST VALUES
100.0
4,244
24.1%
16,745
14.3%
99.9000015258789
258
1.5%
2,326
2.0%
99.80000305175781
246
1.4%
1,713
1.5%
99.69999694824219
234
1.3%
1,369
1.2%
99.5999984741211
172
1.0%
1,235
1.1%
99.5
119
0.7%
853
0.7%
99.4000015258789
131
0.7%
884
0.8%
99.30000305175781
86
0.5%
723
0.6%
99.19999694824219
111
0.6%
769
0.7%
99.0999984741211
90
0.5%
576
0.5%
99.0
75
0.4%
593
0.5%
98.9000015258789
85
0.5%
560
0.5%
98.80000305175781
68
0.4%
589
0.5%
98.69999694824219
80
0.5%
450
0.4%
98.5999984741211
56
0.3%
451
0.4%
elevation:m
MISSING:
---
---
TOP CATEGORIES
24.0
17,576
100%
116,825
100%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
elevation:m
PROVIDES INFORMATION ON...
snow_drift:idx
1.00
rain_water:kgm2
0.00
snow_density:kgm3
0.00
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
super_cooled_liquid_water:kgm2
0.00
precip_type_5min:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

THESE FEATURES
GIVE INFORMATION
ON elevation:m:
dew_or_rime:idx
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
snow_drift:idx
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
elevation:m
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
fresh_snow_12h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_24h:cm
0.86
fresh_snow_6h:cm
0.83
fresh_snow_3h:cm
0.67
fresh_snow_1h:cm
0.49
wind_speed_u_10m:ms
0.31
visibility:m
-0.20
effective_cloud_cover:p
0.17
relative_humidity_1000hPa:p
0.15
t_1000hPa:K
-0.15
cloud_base_agl:m
-0.15
wind_speed_10m:ms
0.15
snow_depth:cm
0.14
precip_5min:mm
0.14
pressure_100m:hPa
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.34
snow_density:kgm3
0.12
dew_or_rime:idx
0.11
super_cooled_liquid_water:kgm2
0.06
wind_speed_w_1000hPa:ms
0.03
is_in_shadow:idx
0.03
rain_water:kgm2
0.03
is_day:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
13,446
76.5%
107,175
91.7%
0.20000000298023224
255
1.5%
654
0.6%
0.4000000059604645
229
1.3%
493
0.4%
0.30000001192092896
201
1.1%
730
0.6%
1.600000023841858
189
1.1%
188
0.2%
0.5
187
1.1%
413
0.4%
0.8999999761581421
168
1.0%
378
0.3%
0.699999988079071
160
0.9%
360
0.3%
0.6000000238418579
138
0.8%
462
0.4%
1.2000000476837158
125
0.7%
349
0.3%
0.800000011920929
123
0.7%
343
0.3%
2.4000000953674316
99
0.6%
121
0.1%
2.299999952316284
95
0.5%
111
<0.1%
1.899999976158142
94
0.5%
223
0.2%
1.2999999523162842
86
0.5%
272
0.2%
SMALLEST VALUES
0.0
13,446
76.5%
107,175
91.7%
0.20000000298023224
255
1.5%
654
0.6%
0.30000001192092896
201
1.1%
730
0.6%
0.4000000059604645
229
1.3%
493
0.4%
0.5
187
1.1%
413
0.4%
0.6000000238418579
138
0.8%
462
0.4%
0.699999988079071
160
0.9%
360
0.3%
0.800000011920929
123
0.7%
343
0.3%
0.8999999761581421
168
1.0%
378
0.3%
1.0
49
0.3%
274
0.2%
1.100000023841858
79
0.4%
278
0.2%
1.2000000476837158
125
0.7%
349
0.3%
1.2999999523162842
86
0.5%
272
0.2%
1.399999976158142
62
0.4%
257
0.2%
1.5
60
0.3%
176
0.2%
LARGEST VALUES
18.0
4
<0.1%
0
0.0%
17.899999618530273
8
<0.1%
0
0.0%
17.700000762939453
4
<0.1%
0
0.0%
16.799999237060547
4
<0.1%
0
0.0%
16.5
4
<0.1%
0
0.0%
15.600000381469727
4
<0.1%
1
<0.1%
14.800000190734863
3
<0.1%
0
0.0%
14.5
4
<0.1%
1
<0.1%
12.300000190734863
4
<0.1%
8
<0.1%
10.5
4
<0.1%
9
<0.1%
10.199999809265137
7
<0.1%
5
<0.1%
9.800000190734863
3
<0.1%
4
<0.1%
9.699999809265137
5
<0.1%
1
<0.1%
9.600000381469727
4
<0.1%
2
<0.1%
9.5
16
<0.1%
1
<0.1%
fresh_snow_1h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.79
fresh_snow_6h:cm
0.62
fresh_snow_12h:cm
0.49
precip_5min:mm
0.44
fresh_snow_24h:cm
0.43
snow_water:kgm2
0.22
visibility:m
-0.22
wind_speed_u_10m:ms
0.21
effective_cloud_cover:p
0.15
wind_speed_10m:ms
0.14
total_cloud_cover:p
0.12
cloud_base_agl:m
-0.11
t_1000hPa:K
-0.10
ceiling_height_agl:m
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.69
dew_or_rime:idx
0.08
super_cooled_liquid_water:kgm2
0.06
snow_density:kgm3
0.06
is_in_shadow:idx
0.06
is_day:idx
0.05
rain_water:kgm2
0.03
wind_speed_w_1000hPa:ms
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
16,269
92.6%
114,275
97.8%
0.30000001192092896
274
1.6%
473
0.4%
0.20000000298023224
178
1.0%
301
0.3%
0.4000000059604645
153
0.9%
391
0.3%
0.6000000238418579
123
0.7%
198
0.2%
0.5
116
0.7%
272
0.2%
0.699999988079071
96
0.5%
175
0.1%
0.8999999761581421
68
0.4%
114
<0.1%
0.800000011920929
56
0.3%
141
0.1%
1.0
43
0.2%
74
<0.1%
1.100000023841858
40
0.2%
67
<0.1%
1.7999999523162842
22
0.1%
6
<0.1%
1.2000000476837158
21
0.1%
58
<0.1%
1.399999976158142
16
<0.1%
30
<0.1%
1.899999976158142
15
<0.1%
13
<0.1%
SMALLEST VALUES
0.0
16,269
92.6%
114,275
97.8%
0.20000000298023224
178
1.0%
301
0.3%
0.30000001192092896
274
1.6%
473
0.4%
0.4000000059604645
153
0.9%
391
0.3%
0.5
116
0.7%
272
0.2%
0.6000000238418579
123
0.7%
198
0.2%
0.699999988079071
96
0.5%
175
0.1%
0.800000011920929
56
0.3%
141
0.1%
0.8999999761581421
68
0.4%
114
<0.1%
1.0
43
0.2%
74
<0.1%
1.100000023841858
40
0.2%
67
<0.1%
1.2000000476837158
21
0.1%
58
<0.1%
1.2999999523162842
14
<0.1%
55
<0.1%
1.399999976158142
16
<0.1%
30
<0.1%
1.5
1
<0.1%
17
<0.1%
LARGEST VALUES
4.300000190734863
4
<0.1%
1
<0.1%
4.0
2
<0.1%
1
<0.1%
3.9000000953674316
2
<0.1%
2
<0.1%
3.700000047683716
4
<0.1%
0
0.0%
3.299999952316284
2
<0.1%
6
<0.1%
3.200000047683716
2
<0.1%
4
<0.1%
2.4000000953674316
4
<0.1%
6
<0.1%
2.299999952316284
5
<0.1%
7
<0.1%
2.200000047683716
9
<0.1%
9
<0.1%
2.0999999046325684
5
<0.1%
5
<0.1%
2.0
5
<0.1%
8
<0.1%
1.899999976158142
15
<0.1%
13
<0.1%
1.7999999523162842
22
0.1%
6
<0.1%
1.7000000476837158
14
<0.1%
19
<0.1%
1.600000023841858
13
<0.1%
24
<0.1%
fresh_snow_24h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_12h:cm
0.86
fresh_snow_6h:cm
0.70
fresh_snow_3h:cm
0.57
fresh_snow_1h:cm
0.43
wind_speed_u_10m:ms
0.28
t_1000hPa:K
-0.20
snow_depth:cm
0.20
effective_cloud_cover:p
0.19
visibility:m
-0.19
pressure_100m:hPa
-0.17
pressure_50m:hPa
-0.17
sfc_pressure:hPa
-0.17
msl_pressure:hPa
-0.17
relative_humidity_1000hPa:p
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.30
snow_density:kgm3
0.15
dew_or_rime:idx
0.10
rain_water:kgm2
0.04
wind_speed_w_1000hPa:ms
0.04
super_cooled_liquid_water:kgm2
0.04
is_in_shadow:idx
0.02
is_day:idx
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
11,886
67.6%
101,868
87.2%
1.600000023841858
350
2.0%
360
0.3%
0.20000000298023224
253
1.4%
828
0.7%
0.4000000059604645
239
1.4%
670
0.6%
0.5
225
1.3%
517
0.4%
2.4000000953674316
208
1.2%
192
0.2%
0.8999999761581421
206
1.2%
497
0.4%
0.30000001192092896
188
1.1%
929
0.8%
1.899999976158142
187
1.1%
342
0.3%
0.699999988079071
143
0.8%
512
0.4%
0.6000000238418579
137
0.8%
623
0.5%
4.300000190734863
134
0.8%
127
0.1%
2.0
118
0.7%
131
0.1%
4.0
118
0.7%
123
0.1%
0.800000011920929
117
0.7%
477
0.4%
SMALLEST VALUES
0.0
11,886
67.6%
101,868
87.2%
0.20000000298023224
253
1.4%
828
0.7%
0.30000001192092896
188
1.1%
929
0.8%
0.4000000059604645
239
1.4%
670
0.6%
0.5
225
1.3%
517
0.4%
0.6000000238418579
137
0.8%
623
0.5%
0.699999988079071
143
0.8%
512
0.4%
0.800000011920929
117
0.7%
477
0.4%
0.8999999761581421
206
1.2%
497
0.4%
1.0
48
0.3%
388
0.3%
1.100000023841858
61
0.3%
440
0.4%
1.2000000476837158
90
0.5%
527
0.5%
1.2999999523162842
91
0.5%
349
0.3%
1.399999976158142
66
0.4%
296
0.3%
1.5
100
0.6%
296
0.3%
LARGEST VALUES
20.100000381469727
4
<0.1%
0
0.0%
19.899999618530273
8
<0.1%
0
0.0%
19.299999237060547
4
<0.1%
0
0.0%
19.100000381469727
1
<0.1%
0
0.0%
19.0
3
<0.1%
0
0.0%
18.899999618530273
7
<0.1%
0
0.0%
18.299999237060547
4
<0.1%
16
<0.1%
18.200000762939453
4
<0.1%
1
<0.1%
17.5
3
<0.1%
0
0.0%
17.399999618530273
1
<0.1%
0
0.0%
16.100000381469727
1
<0.1%
0
0.0%
16.0
3
<0.1%
21
<0.1%
15.899999618530273
7
<0.1%
0
0.0%
15.600000381469727
1
<0.1%
1
<0.1%
15.5
2
<0.1%
5
<0.1%
fresh_snow_3h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_6h:cm
0.85
fresh_snow_1h:cm
0.79
fresh_snow_12h:cm
0.67
fresh_snow_24h:cm
0.57
precip_5min:mm
0.33
wind_speed_u_10m:ms
0.26
visibility:m
-0.24
snow_water:kgm2
0.18
effective_cloud_cover:p
0.16
wind_speed_10m:ms
0.16
cloud_base_agl:m
-0.14
total_cloud_cover:p
0.13
ceiling_height_agl:m
-0.12
t_1000hPa:K
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.57
dew_or_rime:idx
0.10
snow_density:kgm3
0.09
is_in_shadow:idx
0.06
super_cooled_liquid_water:kgm2
0.06
is_day:idx
0.06
wind_speed_w_1000hPa:ms
0.02
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
15,518
88.3%
112,496
96.3%
0.20000000298023224
183
1.0%
401
0.3%
0.30000001192092896
162
0.9%
508
0.4%
0.6000000238418579
144
0.8%
247
0.2%
0.5
139
0.8%
307
0.3%
0.4000000059604645
139
0.8%
316
0.3%
0.800000011920929
115
0.7%
201
0.2%
0.699999988079071
96
0.5%
251
0.2%
1.0
93
0.5%
147
0.1%
0.8999999761581421
87
0.5%
221
0.2%
1.2000000476837158
83
0.5%
147
0.1%
1.399999976158142
76
0.4%
107
<0.1%
1.7999999523162842
75
0.4%
77
<0.1%
1.100000023841858
75
0.4%
131
0.1%
1.600000023841858
51
0.3%
75
<0.1%
SMALLEST VALUES
0.0
15,518
88.3%
112,496
96.3%
0.20000000298023224
183
1.0%
401
0.3%
0.30000001192092896
162
0.9%
508
0.4%
0.4000000059604645
139
0.8%
316
0.3%
0.5
139
0.8%
307
0.3%
0.6000000238418579
144
0.8%
247
0.2%
0.699999988079071
96
0.5%
251
0.2%
0.800000011920929
115
0.7%
201
0.2%
0.8999999761581421
87
0.5%
221
0.2%
1.0
93
0.5%
147
0.1%
1.100000023841858
75
0.4%
131
0.1%
1.2000000476837158
83
0.5%
147
0.1%
1.2999999523162842
46
0.3%
149
0.1%
1.399999976158142
76
0.4%
107
<0.1%
1.5
45
0.3%
79
<0.1%
LARGEST VALUES
10.300000190734863
3
<0.1%
0
0.0%
10.199999809265137
1
<0.1%
0
0.0%
8.5
4
<0.1%
2
<0.1%
8.199999809265137
4
<0.1%
0
0.0%
6.199999809265137
4
<0.1%
1
<0.1%
6.0
4
<0.1%
1
<0.1%
5.5
1
<0.1%
3
<0.1%
5.400000095367432
3
<0.1%
0
0.0%
5.300000190734863
3
<0.1%
4
<0.1%
5.199999809265137
2
<0.1%
5
<0.1%
5.099999904632568
3
<0.1%
3
<0.1%
4.900000095367432
5
<0.1%
4
<0.1%
4.800000190734863
7
<0.1%
3
<0.1%
4.599999904632568
8
<0.1%
10
<0.1%
4.5
4
<0.1%
4
<0.1%
fresh_snow_6h:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
fresh_snow_3h:cm
0.85
fresh_snow_12h:cm
0.83
fresh_snow_24h:cm
0.70
fresh_snow_1h:cm
0.62
wind_speed_u_10m:ms
0.29
precip_5min:mm
0.23
visibility:m
-0.22
effective_cloud_cover:p
0.17
wind_speed_10m:ms
0.16
cloud_base_agl:m
-0.15
total_cloud_cover:p
0.14
t_1000hPa:K
-0.13
relative_humidity_1000hPa:p
0.13
ceiling_height_agl:m
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.46
dew_or_rime:idx
0.11
snow_density:kgm3
0.11
is_in_shadow:idx
0.06
is_day:idx
0.06
super_cooled_liquid_water:kgm2
0.05
wind_speed_w_1000hPa:ms
0.03
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
14,693
83.6%
110,502
94.6%
0.20000000298023224
225
1.3%
497
0.4%
0.4000000059604645
192
1.1%
355
0.3%
0.30000001192092896
164
0.9%
582
0.5%
0.5
151
0.9%
324
0.3%
0.6000000238418579
138
0.8%
310
0.3%
0.699999988079071
127
0.7%
341
0.3%
1.2000000476837158
106
0.6%
252
0.2%
0.800000011920929
105
0.6%
255
0.2%
1.600000023841858
103
0.6%
118
0.1%
1.399999976158142
98
0.6%
169
0.1%
0.8999999761581421
95
0.5%
290
0.2%
1.2999999523162842
65
0.4%
196
0.2%
1.0
64
0.4%
188
0.2%
1.899999976158142
60
0.3%
154
0.1%
SMALLEST VALUES
0.0
14,693
83.6%
110,502
94.6%
0.20000000298023224
225
1.3%
497
0.4%
0.30000001192092896
164
0.9%
582
0.5%
0.4000000059604645
192
1.1%
355
0.3%
0.5
151
0.9%
324
0.3%
0.6000000238418579
138
0.8%
310
0.3%
0.699999988079071
127
0.7%
341
0.3%
0.800000011920929
105
0.6%
255
0.2%
0.8999999761581421
95
0.5%
290
0.2%
1.0
64
0.4%
188
0.2%
1.100000023841858
59
0.3%
183
0.2%
1.2000000476837158
106
0.6%
252
0.2%
1.2999999523162842
65
0.4%
196
0.2%
1.399999976158142
98
0.6%
169
0.1%
1.5
51
0.3%
99
<0.1%
LARGEST VALUES
15.399999618530273
4
<0.1%
0
0.0%
14.5
4
<0.1%
2
<0.1%
12.300000190734863
8
<0.1%
2
<0.1%
10.5
4
<0.1%
2
<0.1%
8.5
4
<0.1%
4
<0.1%
8.399999618530273
2
<0.1%
2
<0.1%
8.300000190734863
2
<0.1%
1
<0.1%
7.599999904632568
8
<0.1%
1
<0.1%
7.5
3
<0.1%
7
<0.1%
7.199999809265137
4
<0.1%
1
<0.1%
7.099999904632568
3
<0.1%
6
<0.1%
6.900000095367432
4
<0.1%
3
<0.1%
6.699999809265137
4
<0.1%
9
<0.1%
6.300000190734863
7
<0.1%
8
<0.1%
6.199999809265137
18
0.1%
4
<0.1%
is_day:idx
MISSING:
---
---
TOP CATEGORIES
0.0
11,434
65%
58,971
50%
1.0
6,142
35%
57,854
50%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_day:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
is_in_shadow:idx
0.65
dew_or_rime:idx
0.10
wind_speed_w_1000hPa:ms
0.02
rain_water:kgm2
0.02
snow_density:kgm3
0.01
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_day:idx:
is_in_shadow:idx
0.58
dew_or_rime:idx
0.08
snow_density:kgm3
0.01
rain_water:kgm2
0.00
wind_speed_w_1000hPa:ms
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
CORRELATION RATIO WITH...
sun_elevation:d
0.79
diffuse_rad:W
0.68
diffuse_rad_1h:J
0.68
clear_sky_rad:W
0.62
clear_sky_energy_1h:J
0.62
direct_rad_1h:J
0.44
direct_rad:W
0.44
relative_humidity_1000hPa:p
0.24
air_density_2m:kgm3
0.22
wind_speed_v_10m:ms
0.21
prob_rime:p
0.20
t_1000hPa:K
0.13
dew_point_2m:K
0.12
absolute_humidity_2m:gm3
0.12
is_in_shadow:idx
MISSING:
---
---
TOP CATEGORIES
1.0
13,018
74%
68,156
58%
0.0
4,558
26%
48,669
42%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
is_in_shadow:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
is_day:idx
0.58
dew_or_rime:idx
0.10
snow_density:kgm3
0.02
rain_water:kgm2
0.01
wind_speed_w_1000hPa:ms
0.01
precip_type_5min:idx
0.01
super_cooled_liquid_water:kgm2
0.00

THESE FEATURES
GIVE INFORMATION
ON is_in_shadow:idx:
is_day:idx
0.65
dew_or_rime:idx
0.10
snow_density:kgm3
0.01
rain_water:kgm2
0.00
precip_type_5min:idx
0.00
super_cooled_liquid_water:kgm2
0.00
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
CORRELATION RATIO WITH...
diffuse_rad:W
0.78
diffuse_rad_1h:J
0.77
clear_sky_rad:W
0.75
clear_sky_energy_1h:J
0.74
sun_elevation:d
0.74
direct_rad:W
0.54
direct_rad_1h:J
0.54
relative_humidity_1000hPa:p
0.26
wind_speed_v_10m:ms
0.25
air_density_2m:kgm3
0.24
prob_rime:p
0.18
t_1000hPa:K
0.15
dew_point_2m:K
0.15
absolute_humidity_2m:gm3
0.14
msl_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_50m:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.44
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
snow_depth:cm
-0.26
relative_humidity_1000hPa:p
-0.23
snow_melt_10min:mm
-0.19
direct_rad_1h:J
0.17
direct_rad:W
0.17
fresh_snow_24h:cm
-0.17
snow_water:kgm2
-0.16
wind_speed_10m:ms
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.29
super_cooled_liquid_water:kgm2
0.11
is_in_shadow:idx
0.09
precip_type_5min:idx
0.08
is_day:idx
0.08
rain_water:kgm2
0.06
dew_or_rime:idx
0.04
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
1005.5999755859375
79
0.4%
279
0.2%
1008.2000122070312
78
0.4%
342
0.3%
1010.5999755859375
77
0.4%
373
0.3%
1009.9000244140625
76
0.4%
355
0.3%
1007.9000244140625
74
0.4%
429
0.4%
1008.5
73
0.4%
357
0.3%
1008.0
73
0.4%
375
0.3%
1010.0
70
0.4%
415
0.4%
1010.2000122070312
69
0.4%
391
0.3%
1000.4000244140625
67
0.4%
303
0.3%
1014.2000122070312
67
0.4%
329
0.3%
1010.7000122070312
67
0.4%
365
0.3%
1015.7999877929688
67
0.4%
419
0.4%
1005.7000122070312
66
0.4%
296
0.3%
998.4000244140625
64
0.4%
213
0.2%
SMALLEST VALUES
970.5999755859375
1
<0.1%
10
<0.1%
970.7000122070312
2
<0.1%
12
<0.1%
970.7999877929688
2
<0.1%
5
<0.1%
970.9000244140625
2
<0.1%
23
<0.1%
971.0
2
<0.1%
10
<0.1%
971.0999755859375
3
<0.1%
13
<0.1%
971.2000122070312
3
<0.1%
13
<0.1%
971.2999877929688
3
<0.1%
16
<0.1%
971.4000244140625
1
<0.1%
16
<0.1%
971.5
3
<0.1%
9
<0.1%
971.5999755859375
2
<0.1%
12
<0.1%
971.7999877929688
2
<0.1%
17
<0.1%
971.9000244140625
2
<0.1%
16
<0.1%
972.0
1
<0.1%
9
<0.1%
972.0999755859375
2
<0.1%
8
<0.1%
LARGEST VALUES
1041.199951171875
11
<0.1%
7
<0.1%
1041.0999755859375
7
<0.1%
7
<0.1%
1041.0
14
<0.1%
4
<0.1%
1040.9000244140625
8
<0.1%
3
<0.1%
1040.800048828125
13
<0.1%
3
<0.1%
1040.699951171875
7
<0.1%
3
<0.1%
1040.5999755859375
6
<0.1%
6
<0.1%
1040.5
6
<0.1%
17
<0.1%
1040.4000244140625
7
<0.1%
15
<0.1%
1040.300048828125
8
<0.1%
16
<0.1%
1040.199951171875
6
<0.1%
4
<0.1%
1040.0999755859375
6
<0.1%
5
<0.1%
1040.0
7
<0.1%
3
<0.1%
1039.9000244140625
8
<0.1%
4
<0.1%
1039.800048828125
11
<0.1%
5
<0.1%
precip_5min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
snow_water:kgm2
0.51
fresh_snow_1h:cm
0.44
fresh_snow_3h:cm
0.33
visibility:m
-0.27
fresh_snow_6h:cm
0.23
wind_speed_u_10m:ms
0.23
absolute_humidity_2m:gm3
0.17
wind_speed_10m:ms
0.16
effective_cloud_cover:p
0.16
dew_point_2m:K
0.16
fresh_snow_12h:cm
0.14
ceiling_height_agl:m
-0.14
relative_humidity_1000hPa:p
0.14
total_cloud_cover:p
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.88
rain_water:kgm2
0.47
super_cooled_liquid_water:kgm2
0.22
dew_or_rime:idx
0.10
snow_density:kgm3
0.05
is_in_shadow:idx
0.03
is_day:idx
0.03
wind_speed_w_1000hPa:ms
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
16,717
95.1%
110,304
94.4%
0.05999999865889549
206
1.2%
674
0.6%
0.05000000074505806
109
0.6%
466
0.4%
0.07000000029802322
102
0.6%
537
0.5%
0.10000000149011612
75
0.4%
288
0.2%
0.07999999821186066
74
0.4%
426
0.4%
0.09000000357627869
71
0.4%
277
0.2%
0.10999999940395355
45
0.3%
201
0.2%
0.11999999731779099
44
0.3%
208
0.2%
0.15000000596046448
21
0.1%
165
0.1%
0.1599999964237213
16
<0.1%
95
<0.1%
0.12999999523162842
16
<0.1%
198
0.2%
0.18000000715255737
12
<0.1%
92
<0.1%
0.23000000417232513
12
<0.1%
64
<0.1%
0.20999999344348907
8
<0.1%
59
<0.1%
SMALLEST VALUES
0.0
16,717
95.1%
110,304
94.4%
0.05000000074505806
109
0.6%
466
0.4%
0.05999999865889549
206
1.2%
674
0.6%
0.07000000029802322
102
0.6%
537
0.5%
0.07999999821186066
74
0.4%
426
0.4%
0.09000000357627869
71
0.4%
277
0.2%
0.10000000149011612
75
0.4%
288
0.2%
0.10999999940395355
45
0.3%
201
0.2%
0.11999999731779099
44
0.3%
208
0.2%
0.12999999523162842
16
<0.1%
198
0.2%
0.14000000059604645
8
<0.1%
142
0.1%
0.15000000596046448
21
0.1%
165
0.1%
0.1599999964237213
16
<0.1%
95
<0.1%
0.17000000178813934
8
<0.1%
111
<0.1%
0.18000000715255737
12
<0.1%
92
<0.1%
LARGEST VALUES
0.3499999940395355
4
<0.1%
28
<0.1%
0.30000001192092896
4
<0.1%
25
<0.1%
0.28999999165534973
4
<0.1%
19
<0.1%
0.27000001072883606
4
<0.1%
44
<0.1%
0.25999999046325684
4
<0.1%
50
<0.1%
0.23000000417232513
12
<0.1%
64
<0.1%
0.2199999988079071
8
<0.1%
45
<0.1%
0.20999999344348907
8
<0.1%
59
<0.1%
0.20000000298023224
4
<0.1%
82
<0.1%
0.18000000715255737
12
<0.1%
92
<0.1%
0.17000000178813934
8
<0.1%
111
<0.1%
0.1599999964237213
16
<0.1%
95
<0.1%
0.15000000596046448
21
0.1%
165
0.1%
0.14000000059604645
8
<0.1%
142
0.1%
0.12999999523162842
16
<0.1%
198
0.2%
precip_type_5min:idx
MISSING:
---
---
TOP CATEGORIES
0.0
16,717
95%
110,304
94%
1.0
415
2%
4,515
4%
3.0
280
2%
1,244
1%
2.0
164
<1%
746
<1%
5.0
0
0%
12
<1%
6.0
0
0%
2
<1%
4.0
0
0%
2
<1%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
precip_type_5min:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
rain_water:kgm2
0.31
super_cooled_liquid_water:kgm2
0.03
dew_or_rime:idx
0.02
snow_density:kgm3
0.01
wind_speed_w_1000hPa:ms
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON precip_type_5min:idx:
rain_water:kgm2
0.16
super_cooled_liquid_water:kgm2
0.09
dew_or_rime:idx
0.04
snow_density:kgm3
0.02
is_in_shadow:idx
0.01
is_day:idx
0.00
wind_speed_w_1000hPa:ms
0.00
elevation:m
-0.00
snow_drift:idx
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
CORRELATION RATIO WITH...
precip_5min:mm
0.88
fresh_snow_1h:cm
0.69
fresh_snow_3h:cm
0.57
snow_water:kgm2
0.50
fresh_snow_6h:cm
0.46
fresh_snow_12h:cm
0.34
visibility:m
0.30
fresh_snow_24h:cm
0.30
wind_speed_u_10m:ms
0.25
absolute_humidity_2m:gm3
0.23
dew_point_2m:K
0.20
wind_speed_10m:ms
0.19
effective_cloud_cover:p
0.18
relative_humidity_1000hPa:p
0.16
pressure_100m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
msl_pressure:hPa
1.00
sfc_pressure:hPa
1.00
air_density_2m:kgm3
0.43
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
snow_depth:cm
-0.26
relative_humidity_1000hPa:p
-0.23
snow_melt_10min:mm
-0.19
fresh_snow_24h:cm
-0.17
direct_rad_1h:J
0.17
direct_rad:W
0.17
snow_water:kgm2
-0.16
wind_speed_10m:ms
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.29
super_cooled_liquid_water:kgm2
0.11
is_in_shadow:idx
0.09
precip_type_5min:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
dew_or_rime:idx
0.04
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
992.5999755859375
93
0.5%
317
0.3%
1000.5
73
0.4%
431
0.4%
992.2999877929688
73
0.4%
367
0.3%
992.5
72
0.4%
345
0.3%
992.7000122070312
71
0.4%
305
0.3%
994.7000122070312
71
0.4%
435
0.4%
989.9000244140625
70
0.4%
290
0.2%
999.2999877929688
69
0.4%
361
0.3%
990.0
68
0.4%
319
0.3%
992.2000122070312
67
0.4%
346
0.3%
989.7999877929688
67
0.4%
296
0.3%
999.7000122070312
67
0.4%
365
0.3%
992.4000244140625
65
0.4%
376
0.3%
982.7000122070312
62
0.4%
184
0.2%
994.0999755859375
62
0.4%
402
0.3%
SMALLEST VALUES
955.7000122070312
1
<0.1%
9
<0.1%
955.7999877929688
2
<0.1%
6
<0.1%
955.9000244140625
2
<0.1%
20
<0.1%
956.0
2
<0.1%
9
<0.1%
956.0999755859375
2
<0.1%
15
<0.1%
956.2000122070312
2
<0.1%
19
<0.1%
956.2999877929688
2
<0.1%
14
<0.1%
956.4000244140625
2
<0.1%
9
<0.1%
956.5
3
<0.1%
16
<0.1%
956.5999755859375
4
<0.1%
9
<0.1%
956.7000122070312
1
<0.1%
16
<0.1%
956.7999877929688
1
<0.1%
14
<0.1%
956.9000244140625
2
<0.1%
10
<0.1%
957.0
2
<0.1%
10
<0.1%
957.0999755859375
1
<0.1%
10
<0.1%
LARGEST VALUES
1025.5999755859375
1
<0.1%
1
<0.1%
1025.5
1
<0.1%
1
<0.1%
1025.4000244140625
2
<0.1%
1
<0.1%
1025.300048828125
4
<0.1%
0
0.0%
1025.199951171875
9
<0.1%
2
<0.1%
1025.0999755859375
12
<0.1%
1
<0.1%
1025.0
18
0.1%
1
<0.1%
1024.9000244140625
3
<0.1%
1
<0.1%
1024.800048828125
3
<0.1%
8
<0.1%
1024.699951171875
8
<0.1%
8
<0.1%
1024.5999755859375
13
<0.1%
9
<0.1%
1024.5
10
<0.1%
9
<0.1%
1024.4000244140625
6
<0.1%
8
<0.1%
1024.300048828125
7
<0.1%
4
<0.1%
1024.199951171875
12
<0.1%
7
<0.1%
pressure_50m:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
1.00
pressure_100m:hPa
1.00
msl_pressure:hPa
1.00
air_density_2m:kgm3
0.44
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
snow_depth:cm
-0.26
relative_humidity_1000hPa:p
-0.23
snow_melt_10min:mm
-0.19
fresh_snow_24h:cm
-0.17
direct_rad_1h:J
0.17
direct_rad:W
0.17
snow_water:kgm2
-0.16
wind_speed_10m:ms
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.29
super_cooled_liquid_water:kgm2
0.11
is_in_shadow:idx
0.08
precip_type_5min:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
dew_or_rime:idx
0.03
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
998.5
87
0.5%
400
0.3%
998.7999877929688
82
0.5%
351
0.3%
996.0999755859375
80
0.5%
311
0.3%
998.5999755859375
78
0.4%
365
0.3%
998.9000244140625
74
0.4%
343
0.3%
998.4000244140625
68
0.4%
420
0.4%
996.2000122070312
68
0.4%
308
0.3%
1001.2000122070312
68
0.4%
333
0.3%
1008.0
68
0.4%
353
0.3%
998.7000122070312
68
0.4%
357
0.3%
1000.2999877929688
67
0.4%
363
0.3%
1000.5
65
0.4%
393
0.3%
1001.2999877929688
64
0.4%
369
0.3%
992.0999755859375
63
0.4%
309
0.3%
1000.9000244140625
62
0.4%
377
0.3%
SMALLEST VALUES
961.5999755859375
1
<0.1%
8
<0.1%
961.7000122070312
2
<0.1%
7
<0.1%
961.7999877929688
2
<0.1%
20
<0.1%
961.9000244140625
2
<0.1%
11
<0.1%
962.0
2
<0.1%
13
<0.1%
962.0999755859375
2
<0.1%
18
<0.1%
962.2000122070312
2
<0.1%
16
<0.1%
962.2999877929688
2
<0.1%
12
<0.1%
962.4000244140625
3
<0.1%
12
<0.1%
962.5
4
<0.1%
10
<0.1%
962.5999755859375
2
<0.1%
14
<0.1%
962.7999877929688
2
<0.1%
11
<0.1%
962.9000244140625
2
<0.1%
7
<0.1%
963.0
1
<0.1%
12
<0.1%
963.0999755859375
2
<0.1%
6
<0.1%
LARGEST VALUES
1031.9000244140625
2
<0.1%
2
<0.1%
1031.800048828125
1
<0.1%
1
<0.1%
1031.699951171875
4
<0.1%
1
<0.1%
1031.5999755859375
9
<0.1%
1
<0.1%
1031.5
11
<0.1%
7
<0.1%
1031.4000244140625
10
<0.1%
4
<0.1%
1031.300048828125
9
<0.1%
5
<0.1%
1031.199951171875
3
<0.1%
13
<0.1%
1031.0999755859375
3
<0.1%
9
<0.1%
1031.0
3
<0.1%
5
<0.1%
1030.9000244140625
9
<0.1%
7
<0.1%
1030.800048828125
7
<0.1%
10
<0.1%
1030.699951171875
12
<0.1%
12
<0.1%
1030.5999755859375
6
<0.1%
26
<0.1%
1030.5
6
<0.1%
5
<0.1%
prob_rime:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_10m:ms
-0.26
ceiling_height_agl:m
0.25
air_density_2m:kgm3
0.24
relative_humidity_1000hPa:p
0.22
effective_cloud_cover:p
-0.21
cloud_base_agl:m
0.20
sun_elevation:d
-0.17
diffuse_rad_1h:J
-0.15
dew_point_2m:K
-0.15
diffuse_rad:W
-0.15
total_cloud_cover:p
-0.15
absolute_humidity_2m:gm3
-0.14
clear_sky_energy_1h:J
-0.14
clear_sky_rad:W
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.72
is_day:idx
0.20
is_in_shadow:idx
0.18
super_cooled_liquid_water:kgm2
0.14
snow_density:kgm3
0.13
precip_type_5min:idx
0.06
rain_water:kgm2
0.05
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
14,895
84.7%
106,233
90.9%
0.10000000149011612
25
0.1%
113
<0.1%
0.20000000298023224
20
0.1%
108
<0.1%
0.30000001192092896
17
<0.1%
74
<0.1%
2.700000047683716
17
<0.1%
41
<0.1%
2.299999952316284
16
<0.1%
42
<0.1%
1.100000023841858
16
<0.1%
68
<0.1%
0.4000000059604645
16
<0.1%
72
<0.1%
0.800000011920929
16
<0.1%
57
<0.1%
0.5
15
<0.1%
70
<0.1%
8.699999809265137
15
<0.1%
25
<0.1%
0.8999999761581421
15
<0.1%
70
<0.1%
3.700000047683716
14
<0.1%
25
<0.1%
5.199999809265137
14
<0.1%
35
<0.1%
1.399999976158142
13
<0.1%
47
<0.1%
SMALLEST VALUES
0.0
14,895
84.7%
106,233
90.9%
0.10000000149011612
25
0.1%
113
<0.1%
0.20000000298023224
20
0.1%
108
<0.1%
0.30000001192092896
17
<0.1%
74
<0.1%
0.4000000059604645
16
<0.1%
72
<0.1%
0.5
15
<0.1%
70
<0.1%
0.6000000238418579
13
<0.1%
63
<0.1%
0.699999988079071
12
<0.1%
79
<0.1%
0.800000011920929
16
<0.1%
57
<0.1%
0.8999999761581421
15
<0.1%
70
<0.1%
1.0
7
<0.1%
61
<0.1%
1.100000023841858
16
<0.1%
68
<0.1%
1.2000000476837158
10
<0.1%
51
<0.1%
1.2999999523162842
10
<0.1%
53
<0.1%
1.399999976158142
13
<0.1%
47
<0.1%
LARGEST VALUES
92.19999694824219
1
<0.1%
0
0.0%
91.4000015258789
1
<0.1%
0
0.0%
90.5999984741211
1
<0.1%
0
0.0%
89.80000305175781
1
<0.1%
0
0.0%
89.0
1
<0.1%
1
<0.1%
88.80000305175781
1
<0.1%
0
0.0%
88.5999984741211
1
<0.1%
0
0.0%
88.5
2
<0.1%
1
<0.1%
88.30000305175781
3
<0.1%
0
0.0%
88.0999984741211
1
<0.1%
0
0.0%
88.0
1
<0.1%
0
0.0%
87.69999694824219
1
<0.1%
0
0.0%
87.5999984741211
1
<0.1%
0
0.0%
87.30000305175781
1
<0.1%
0
0.0%
87.0999984741211
1
<0.1%
0
0.0%
rain_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
17,169
98%
109,081
93%
0.10000000149011612
334
2%
5,766
5%
0.20000000298023224
37
<1%
1,320
1%
0.30000001192092896
30
<1%
372
<1%
0.4000000059604645
6
<1%
152
<1%
0.5
0
0%
70
<1%
0.6000000238418579
0
0%
46
<1%
0.699999988079071
0
0%
13
<1%
0.800000011920929
0
0%
3
<1%
1.0
0
0%
1
<1%
0.8999999761581421
0
0%
1
<1%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rain_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
precip_type_5min:idx
0.16
super_cooled_liquid_water:kgm2
0.03
dew_or_rime:idx
0.02
snow_density:kgm3
0.01
wind_speed_w_1000hPa:ms
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON rain_water:kgm2:
precip_type_5min:idx
0.31
super_cooled_liquid_water:kgm2
0.18
dew_or_rime:idx
0.07
snow_density:kgm3
0.02
is_day:idx
0.02
is_in_shadow:idx
0.01
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_water:kgm2
CORRELATION RATIO WITH...
precip_5min:mm
0.47
snow_water:kgm2
0.43
absolute_humidity_2m:gm3
0.27
visibility:m
0.24
dew_point_2m:K
0.22
t_1000hPa:K
0.20
air_density_2m:kgm3
0.17
effective_cloud_cover:p
0.14
total_cloud_cover:p
0.11
relative_humidity_1000hPa:p
0.10
wind_speed_v_10m:ms
0.07
wind_speed_u_10m:ms
0.07
msl_pressure:hPa
0.06
diffuse_rad:W
0.06
relative_humidity_1000hPa:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.56
direct_rad_1h:J
-0.43
direct_rad:W
-0.40
clear_sky_energy_1h:J
-0.33
wind_speed_u_10m:ms
0.32
clear_sky_rad:W
-0.31
diffuse_rad_1h:J
-0.29
ceiling_height_agl:m
-0.27
diffuse_rad:W
-0.27
cloud_base_agl:m
-0.26
sun_elevation:d
-0.25
absolute_humidity_2m:gm3
0.24
effective_cloud_cover:p
0.24
pressure_100m:hPa
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.32
is_in_shadow:idx
0.26
is_day:idx
0.24
super_cooled_liquid_water:kgm2
0.19
precip_type_5min:idx
0.16
snow_density:kgm3
0.14
wind_speed_w_1000hPa:ms
0.11
rain_water:kgm2
0.10
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
83.4000015258789
67
0.4%
296
0.3%
77.30000305175781
64
0.4%
279
0.2%
83.30000305175781
63
0.4%
299
0.3%
85.80000305175781
62
0.4%
358
0.3%
83.5
62
0.4%
316
0.3%
82.80000305175781
61
0.3%
336
0.3%
80.5
61
0.3%
296
0.3%
82.69999694824219
61
0.3%
305
0.3%
81.4000015258789
61
0.3%
319
0.3%
74.0
60
0.3%
243
0.2%
80.4000015258789
60
0.3%
315
0.3%
85.9000015258789
59
0.3%
313
0.3%
77.69999694824219
59
0.3%
262
0.2%
84.0
58
0.3%
323
0.3%
85.30000305175781
58
0.3%
299
0.3%
SMALLEST VALUES
21.100000381469727
1
<0.1%
0
0.0%
21.200000762939453
2
<0.1%
0
0.0%
21.299999237060547
2
<0.1%
0
0.0%
21.399999618530273
2
<0.1%
1
<0.1%
21.5
1
<0.1%
2
<0.1%
21.600000381469727
1
<0.1%
2
<0.1%
21.700000762939453
1
<0.1%
2
<0.1%
21.799999237060547
1
<0.1%
1
<0.1%
22.0
2
<0.1%
2
<0.1%
22.200000762939453
1
<0.1%
5
<0.1%
22.299999237060547
2
<0.1%
3
<0.1%
22.5
1
<0.1%
5
<0.1%
22.899999618530273
2
<0.1%
4
<0.1%
23.100000381469727
2
<0.1%
1
<0.1%
23.399999618530273
1
<0.1%
3
<0.1%
LARGEST VALUES
100.0
6
<0.1%
55
<0.1%
99.80000305175781
1
<0.1%
12
<0.1%
99.5999984741211
1
<0.1%
24
<0.1%
99.30000305175781
1
<0.1%
18
<0.1%
99.19999694824219
1
<0.1%
10
<0.1%
99.0999984741211
7
<0.1%
16
<0.1%
99.0
3
<0.1%
13
<0.1%
98.9000015258789
5
<0.1%
25
<0.1%
98.80000305175781
1
<0.1%
20
<0.1%
98.69999694824219
2
<0.1%
27
<0.1%
98.5999984741211
6
<0.1%
28
<0.1%
98.5
4
<0.1%
23
<0.1%
98.4000015258789
4
<0.1%
42
<0.1%
98.30000305175781
4
<0.1%
18
<0.1%
98.19999694824219
4
<0.1%
37
<0.1%
sfc_pressure:hPa
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_50m:hPa
1.00
msl_pressure:hPa
1.00
pressure_100m:hPa
1.00
air_density_2m:kgm3
0.45
effective_cloud_cover:p
-0.30
total_cloud_cover:p
-0.29
snow_depth:cm
-0.26
relative_humidity_1000hPa:p
-0.23
snow_melt_10min:mm
-0.19
fresh_snow_24h:cm
-0.17
direct_rad_1h:J
0.17
direct_rad:W
0.17
snow_water:kgm2
-0.16
wind_speed_10m:ms
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.29
super_cooled_liquid_water:kgm2
0.10
is_in_shadow:idx
0.08
precip_type_5min:idx
0.08
is_day:idx
0.07
rain_water:kgm2
0.06
dew_or_rime:idx
0.03
wind_speed_w_1000hPa:ms
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
1004.7999877929688
90
0.5%
399
0.3%
1005.0
81
0.5%
378
0.3%
1004.7000122070312
78
0.4%
418
0.4%
1016.0
76
0.4%
323
0.3%
1007.0999755859375
75
0.4%
408
0.3%
1005.0999755859375
75
0.4%
359
0.3%
1007.2999877929688
68
0.4%
384
0.3%
1002.2999877929688
68
0.4%
328
0.3%
1011.7999877929688
67
0.4%
369
0.3%
997.0999755859375
67
0.4%
298
0.3%
1004.9000244140625
66
0.4%
437
0.4%
1013.0
65
0.4%
398
0.3%
1013.0999755859375
65
0.4%
376
0.3%
1009.5
62
0.4%
346
0.3%
1014.2000122070312
62
0.4%
347
0.3%
SMALLEST VALUES
967.5999755859375
1
<0.1%
9
<0.1%
967.7000122070312
3
<0.1%
12
<0.1%
967.7999877929688
2
<0.1%
17
<0.1%
967.9000244140625
2
<0.1%
10
<0.1%
968.0
2
<0.1%
21
<0.1%
968.0999755859375
3
<0.1%
17
<0.1%
968.2000122070312
2
<0.1%
10
<0.1%
968.2999877929688
3
<0.1%
14
<0.1%
968.4000244140625
2
<0.1%
11
<0.1%
968.5
2
<0.1%
12
<0.1%
968.5999755859375
2
<0.1%
16
<0.1%
968.7000122070312
2
<0.1%
9
<0.1%
968.7999877929688
1
<0.1%
11
<0.1%
968.9000244140625
2
<0.1%
8
<0.1%
969.0
1
<0.1%
9
<0.1%
LARGEST VALUES
1038.4000244140625
1
<0.1%
2
<0.1%
1038.300048828125
1
<0.1%
3
<0.1%
1038.199951171875
2
<0.1%
6
<0.1%
1038.0999755859375
4
<0.1%
4
<0.1%
1038.0
12
<0.1%
6
<0.1%
1037.9000244140625
7
<0.1%
13
<0.1%
1037.800048828125
9
<0.1%
4
<0.1%
1037.699951171875
3
<0.1%
9
<0.1%
1037.5999755859375
7
<0.1%
11
<0.1%
1037.5
3
<0.1%
23
<0.1%
1037.4000244140625
3
<0.1%
21
<0.1%
1037.300048828125
2
<0.1%
4
<0.1%
1037.199951171875
8
<0.1%
3
<0.1%
1037.0999755859375
6
<0.1%
8
<0.1%
1037.0
6
<0.1%
3
<0.1%
snow_density:kgm3
MISSING:
13,898
(79%)
107,593
(92%)
TOP CATEGORIES
250.0
3,678
100%
9,232
100%
ALL
3,678
100%
9,232
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_density:kgm3
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
dew_or_rime:idx
0.05
precip_type_5min:idx
0.02
wind_speed_w_1000hPa:ms
0.02
rain_water:kgm2
0.02
super_cooled_liquid_water:kgm2
0.02
is_in_shadow:idx
0.01
is_day:idx
0.01

THESE FEATURES
GIVE INFORMATION
ON snow_density:kgm3:
dew_or_rime:idx
0.05
super_cooled_liquid_water:kgm2
0.03
is_in_shadow:idx
0.02
precip_type_5min:idx
0.01
is_day:idx
0.01
rain_water:kgm2
0.01
wind_speed_w_1000hPa:ms
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
CORRELATION RATIO WITH...
snow_depth:cm
0.79
dew_point_2m:K
0.40
absolute_humidity_2m:gm3
0.39
t_1000hPa:K
0.38
pressure_100m:hPa
0.29
pressure_50m:hPa
0.29
msl_pressure:hPa
0.29
sfc_pressure:hPa
0.29
snow_melt_10min:mm
0.27
air_density_2m:kgm3
0.24
wind_speed_v_10m:ms
0.16
fresh_snow_24h:cm
0.15
relative_humidity_1000hPa:p
0.14
sun_elevation:d
0.14
snow_depth:cm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
absolute_humidity_2m:gm3
-0.28
dew_point_2m:K
-0.28
pressure_100m:hPa
-0.26
pressure_50m:hPa
-0.26
t_1000hPa:K
-0.26
msl_pressure:hPa
-0.26
sfc_pressure:hPa
-0.26
fresh_snow_24h:cm
0.20
fresh_snow_12h:cm
0.14
snow_melt_10min:mm
0.14
air_density_2m:kgm3
0.13
fresh_snow_6h:cm
0.12
wind_speed_v_10m:ms
0.11
sun_elevation:d
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.79
dew_or_rime:idx
0.15
super_cooled_liquid_water:kgm2
0.13
is_in_shadow:idx
0.09
is_day:idx
0.07
precip_type_5min:idx
0.07
rain_water:kgm2
0.04
wind_speed_w_1000hPa:ms
0.04
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
13,898
79.1%
107,593
92.1%
2.0
167
1.0%
80
<0.1%
0.4000000059604645
163
0.9%
106
<0.1%
2.700000047683716
137
0.8%
27
<0.1%
2.9000000953674316
134
0.8%
70
<0.1%
2.5999999046325684
123
0.7%
63
<0.1%
0.30000001192092896
119
0.7%
129
0.1%
0.699999988079071
113
0.6%
312
0.3%
5.400000095367432
111
0.6%
102
<0.1%
5.099999904632568
110
0.6%
52
<0.1%
4.699999809265137
104
0.6%
40
<0.1%
0.20000000298023224
101
0.6%
191
0.2%
5.300000190734863
98
0.6%
69
<0.1%
8.800000190734863
98
0.6%
51
<0.1%
2.299999952316284
92
0.5%
55
<0.1%
SMALLEST VALUES
0.0
13,898
79.1%
107,593
92.1%
0.10000000149011612
7
<0.1%
143
0.1%
0.20000000298023224
101
0.6%
191
0.2%
0.30000001192092896
119
0.7%
129
0.1%
0.4000000059604645
163
0.9%
106
<0.1%
0.5
54
0.3%
100
<0.1%
0.6000000238418579
58
0.3%
249
0.2%
0.699999988079071
113
0.6%
312
0.3%
0.800000011920929
17
<0.1%
191
0.2%
0.8999999761581421
5
<0.1%
178
0.2%
1.0
31
0.2%
135
0.1%
1.100000023841858
36
0.2%
173
0.1%
1.2000000476837158
88
0.5%
114
<0.1%
1.2999999523162842
65
0.4%
79
<0.1%
1.399999976158142
10
<0.1%
90
<0.1%
LARGEST VALUES
10.100000381469727
15
<0.1%
9
<0.1%
10.0
3
<0.1%
1
<0.1%
9.899999618530273
6
<0.1%
26
<0.1%
9.800000190734863
16
<0.1%
2
<0.1%
9.699999809265137
10
<0.1%
5
<0.1%
9.600000381469727
5
<0.1%
3
<0.1%
9.5
5
<0.1%
18
<0.1%
9.399999618530273
4
<0.1%
7
<0.1%
9.300000190734863
2
<0.1%
2
<0.1%
9.199999809265137
1
<0.1%
23
<0.1%
9.100000381469727
3
<0.1%
25
<0.1%
9.0
2
<0.1%
23
<0.1%
8.899999618530273
9
<0.1%
46
<0.1%
8.800000190734863
98
0.6%
51
<0.1%
8.699999809265137
4
<0.1%
2
<0.1%
snow_drift:idx
MISSING:
---
---
TOP CATEGORIES
0.0
17,576
100%
116,822
>99%
1.0
0
0%
3
<1%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
snow_drift:idx
PROVIDES INFORMATION ON...
elevation:m
1.00
rain_water:kgm2
0.00
snow_density:kgm3
0.00
dew_or_rime:idx
0.00
is_day:idx
0.00
is_in_shadow:idx
0.00
super_cooled_liquid_water:kgm2
0.00
precip_type_5min:idx
-0.00
wind_speed_w_1000hPa:ms
-0.00

THESE FEATURES
GIVE INFORMATION
ON snow_drift:idx:
dew_or_rime:idx
1.00
elevation:m
1.00
is_day:idx
1.00
is_in_shadow:idx
1.00
precip_type_5min:idx
1.00
rain_water:kgm2
1.00
snow_density:kgm3
1.00
super_cooled_liquid_water:kgm2
1.00
wind_speed_w_1000hPa:ms
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_drift:idx
CORRELATION RATIO WITH...
absolute_humidity_2m:gm3
0.00
air_density_2m:kgm3
0.00
ceiling_height_agl:m
0.00
clear_sky_energy_1h:J
0.00
clear_sky_rad:W
0.00
cloud_base_agl:m
0.00
dew_point_2m:K
0.00
diffuse_rad:W
0.00
diffuse_rad_1h:J
0.00
direct_rad:W
0.00
direct_rad_1h:J
0.00
effective_cloud_cover:p
0.00
fresh_snow_12h:cm
0.00
fresh_snow_1h:cm
0.00
snow_melt_10min:mm
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
sfc_pressure:hPa
-0.19
msl_pressure:hPa
-0.19
pressure_50m:hPa
-0.19
pressure_100m:hPa
-0.19
air_density_2m:kgm3
-0.18
snow_depth:cm
0.14
wind_speed_10m:ms
0.10
t_1000hPa:K
0.10
wind_speed_v_10m:ms
0.10
diffuse_rad_1h:J
0.09
diffuse_rad:W
0.09
clear_sky_energy_1h:J
0.06
clear_sky_rad:W
0.06
relative_humidity_1000hPa:p
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.27
is_in_shadow:idx
0.07
is_day:idx
0.06
dew_or_rime:idx
0.05
super_cooled_liquid_water:kgm2
0.03
precip_type_5min:idx
0.03
wind_speed_w_1000hPa:ms
0.02
rain_water:kgm2
0.02
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
-0.0
17,079
97.2%
114,980
98.4%
0.019999999552965164
100
0.6%
440
0.4%
0.03999999910593033
84
0.5%
194
0.2%
0.029999999329447746
73
0.4%
260
0.2%
0.009999999776482582
64
0.4%
281
0.2%
0.05999999865889549
40
0.2%
108
<0.1%
0.05000000074505806
38
0.2%
217
0.2%
0.07000000029802322
33
0.2%
82
<0.1%
0.07999999821186066
17
<0.1%
94
<0.1%
0.14000000059604645
14
<0.1%
4
<0.1%
0.09000000357627869
8
<0.1%
43
<0.1%
0.12999999523162842
8
<0.1%
6
<0.1%
0.11999999731779099
7
<0.1%
16
<0.1%
0.10999999940395355
7
<0.1%
30
<0.1%
0.10000000149011612
4
<0.1%
45
<0.1%
SMALLEST VALUES
-0.0
17,079
97.2%
114,980
98.4%
0.009999999776482582
64
0.4%
281
0.2%
0.019999999552965164
100
0.6%
440
0.4%
0.029999999329447746
73
0.4%
260
0.2%
0.03999999910593033
84
0.5%
194
0.2%
0.05000000074505806
38
0.2%
217
0.2%
0.05999999865889549
40
0.2%
108
<0.1%
0.07000000029802322
33
0.2%
82
<0.1%
0.07999999821186066
17
<0.1%
94
<0.1%
0.09000000357627869
8
<0.1%
43
<0.1%
0.10000000149011612
4
<0.1%
45
<0.1%
0.10999999940395355
7
<0.1%
30
<0.1%
0.11999999731779099
7
<0.1%
16
<0.1%
0.12999999523162842
8
<0.1%
6
<0.1%
0.14000000059604645
14
<0.1%
4
<0.1%
LARGEST VALUES
0.14000000059604645
14
<0.1%
4
<0.1%
0.12999999523162842
8
<0.1%
6
<0.1%
0.11999999731779099
7
<0.1%
16
<0.1%
0.10999999940395355
7
<0.1%
30
<0.1%
0.10000000149011612
4
<0.1%
45
<0.1%
0.09000000357627869
8
<0.1%
43
<0.1%
0.07999999821186066
17
<0.1%
94
<0.1%
0.07000000029802322
33
0.2%
82
<0.1%
0.05999999865889549
40
0.2%
108
<0.1%
0.05000000074505806
38
0.2%
217
0.2%
0.03999999910593033
84
0.5%
194
0.2%
0.029999999329447746
73
0.4%
260
0.2%
0.019999999552965164
100
0.6%
440
0.4%
0.009999999776482582
64
0.4%
281
0.2%
-0.0
17,079
97.2%
114,980
98.4%
snow_water:kgm2
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
precip_5min:mm
0.51
visibility:m
-0.45
effective_cloud_cover:p
0.36
total_cloud_cover:p
0.30
ceiling_height_agl:m
-0.25
air_density_2m:kgm3
-0.24
fresh_snow_1h:cm
0.22
absolute_humidity_2m:gm3
0.22
dew_point_2m:K
0.21
fresh_snow_3h:cm
0.18
wind_speed_10m:ms
0.17
sfc_pressure:hPa
-0.16
msl_pressure:hPa
-0.16
pressure_50m:hPa
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.50
rain_water:kgm2
0.43
super_cooled_liquid_water:kgm2
0.39
dew_or_rime:idx
0.14
snow_density:kgm3
0.08
wind_speed_w_1000hPa:ms
0.01
is_day:idx
0.00
is_in_shadow:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
0.0
12,478
71.0%
81,376
69.7%
0.10000000149011612
2,485
14.1%
17,821
15.3%
0.20000000298023224
917
5.2%
6,244
5.3%
0.30000001192092896
621
3.5%
3,204
2.7%
0.4000000059604645
301
1.7%
2,001
1.7%
0.5
240
1.4%
1,383
1.2%
0.6000000238418579
153
0.9%
1,024
0.9%
0.699999988079071
106
0.6%
711
0.6%
0.800000011920929
90
0.5%
563
0.5%
0.8999999761581421
41
0.2%
447
0.4%
1.0
35
0.2%
360
0.3%
1.100000023841858
17
<0.1%
308
0.3%
1.5
15
<0.1%
127
0.1%
1.399999976158142
14
<0.1%
161
0.1%
1.2999999523162842
14
<0.1%
199
0.2%
SMALLEST VALUES
0.0
12,478
71.0%
81,376
69.7%
0.10000000149011612
2,485
14.1%
17,821
15.3%
0.20000000298023224
917
5.2%
6,244
5.3%
0.30000001192092896
621
3.5%
3,204
2.7%
0.4000000059604645
301
1.7%
2,001
1.7%
0.5
240
1.4%
1,383
1.2%
0.6000000238418579
153
0.9%
1,024
0.9%
0.699999988079071
106
0.6%
711
0.6%
0.800000011920929
90
0.5%
563
0.5%
0.8999999761581421
41
0.2%
447
0.4%
1.0
35
0.2%
360
0.3%
1.100000023841858
17
<0.1%
308
0.3%
1.2000000476837158
13
<0.1%
261
0.2%
1.2999999523162842
14
<0.1%
199
0.2%
1.399999976158142
14
<0.1%
161
0.1%
LARGEST VALUES
3.0
1
<0.1%
11
<0.1%
2.5
1
<0.1%
21
<0.1%
2.299999952316284
1
<0.1%
22
<0.1%
2.0999999046325684
2
<0.1%
42
<0.1%
2.0
2
<0.1%
53
<0.1%
1.899999976158142
4
<0.1%
73
<0.1%
1.7999999523162842
3
<0.1%
56
<0.1%
1.7000000476837158
12
<0.1%
86
<0.1%
1.600000023841858
10
<0.1%
114
<0.1%
1.5
15
<0.1%
127
0.1%
1.399999976158142
14
<0.1%
161
0.1%
1.2999999523162842
14
<0.1%
199
0.2%
1.2000000476837158
13
<0.1%
261
0.2%
1.100000023841858
17
<0.1%
308
0.3%
1.0
35
0.2%
360
0.3%
sun_azimuth:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.07
t_1000hPa:K
0.07
air_density_2m:kgm3
-0.06
wind_speed_v_10m:ms
-0.05
diffuse_rad_1h:J
0.04
clear_sky_energy_1h:J
0.04
dew_point_2m:K
0.04
ceiling_height_agl:m
0.04
absolute_humidity_2m:gm3
0.04
prob_rime:p
-0.03
visibility:m
0.03
direct_rad_1h:J
0.03
fresh_snow_12h:cm
-0.03
wind_speed_10m:ms
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.06
rain_water:kgm2
0.04
precip_type_5min:idx
0.03
super_cooled_liquid_water:kgm2
0.03
wind_speed_w_1000hPa:ms
0.01
snow_density:kgm3
0.01
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
161.1439971923828
3
<0.1%
0
0.0%
130.17799377441406
3
<0.1%
1
<0.1%
156.31300354003906
3
<0.1%
1
<0.1%
12.949999809265137
3
<0.1%
1
<0.1%
171.92999267578125
3
<0.1%
0
0.0%
156.26699829101562
3
<0.1%
2
<0.1%
277.7229919433594
3
<0.1%
0
0.0%
4.5879998207092285
2
<0.1%
0
0.0%
260.90899658203125
2
<0.1%
2
<0.1%
206.125
2
<0.1%
1
<0.1%
267.50201416015625
2
<0.1%
0
0.0%
256.3389892578125
2
<0.1%
1
<0.1%
346.89801025390625
2
<0.1%
0
0.0%
84.7040023803711
2
<0.1%
0
0.0%
22.773000717163086
2
<0.1%
1
<0.1%
SMALLEST VALUES
0.008999999612569809
1
<0.1%
0
0.0%
0.019999999552965164
1
<0.1%
0
0.0%
0.02199999988079071
1
<0.1%
1
<0.1%
0.041999999433755875
1
<0.1%
2
<0.1%
0.061000000685453415
1
<0.1%
1
<0.1%
0.06800000369548798
1
<0.1%
0
0.0%
0.07800000160932541
1
<0.1%
2
<0.1%
0.10499999672174454
1
<0.1%
1
<0.1%
0.11500000208616257
1
<0.1%
1
<0.1%
0.11699999868869781
1
<0.1%
1
<0.1%
0.11800000071525574
1
<0.1%
1
<0.1%
0.15399999916553497
1
<0.1%
0
0.0%
0.15800000727176666
1
<0.1%
0
0.0%
0.1599999964237213
1
<0.1%
0
0.0%
0.20200000703334808
1
<0.1%
0
0.0%
LARGEST VALUES
359.98699951171875
1
<0.1%
0
0.0%
359.9800109863281
1
<0.1%
0
0.0%
359.9679870605469
1
<0.1%
2
<0.1%
359.9570007324219
1
<0.1%
2
<0.1%
359.9530029296875
1
<0.1%
0
0.0%
359.9419860839844
1
<0.1%
0
0.0%
359.9309997558594
1
<0.1%
2
<0.1%
359.92999267578125
1
<0.1%
0
0.0%
359.9150085449219
1
<0.1%
0
0.0%
359.9110107421875
1
<0.1%
0
0.0%
359.9100036621094
1
<0.1%
3
<0.1%
359.8949890136719
1
<0.1%
0
0.0%
359.8940124511719
1
<0.1%
0
0.0%
359.88299560546875
1
<0.1%
0
0.0%
359.8819885253906
1
<0.1%
0
0.0%
sun_elevation:d
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
diffuse_rad_1h:J
0.72
diffuse_rad:W
0.72
clear_sky_rad:W
0.72
clear_sky_energy_1h:J
0.72
direct_rad_1h:J
0.52
direct_rad:W
0.52
wind_speed_v_10m:ms
-0.26
relative_humidity_1000hPa:p
-0.25
air_density_2m:kgm3
-0.23
prob_rime:p
-0.17
t_1000hPa:K
0.16
dew_point_2m:K
0.15
absolute_humidity_2m:gm3
0.14
msl_pressure:hPa
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_day:idx
0.79
is_in_shadow:idx
0.74
dew_or_rime:idx
0.29
snow_density:kgm3
0.14
rain_water:kgm2
0.06
super_cooled_liquid_water:kgm2
0.05
wind_speed_w_1000hPa:ms
0.05
precip_type_5min:idx
0.04
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
3.1710000038146973
5
<0.1%
7
<0.1%
17.922000885009766
4
<0.1%
2
<0.1%
-14.37399959564209
4
<0.1%
2
<0.1%
-44.422000885009766
4
<0.1%
0
0.0%
-18.003999710083008
4
<0.1%
0
0.0%
3.3340001106262207
4
<0.1%
4
<0.1%
2.203000068664551
4
<0.1%
4
<0.1%
0.3880000114440918
4
<0.1%
3
<0.1%
-8.890000343322754
4
<0.1%
1
<0.1%
-2.568000078201294
3
<0.1%
3
<0.1%
-1.1970000267028809
3
<0.1%
5
<0.1%
-9.416999816894531
3
<0.1%
3
<0.1%
-22.047000885009766
3
<0.1%
2
<0.1%
8.081999778747559
3
<0.1%
4
<0.1%
-9.111000061035156
3
<0.1%
2
<0.1%
SMALLEST VALUES
-50.04199981689453
1
<0.1%
1
<0.1%
-50.040000915527344
1
<0.1%
1
<0.1%
-50.0369987487793
1
<0.1%
1
<0.1%
-50.02899932861328
1
<0.1%
1
<0.1%
-50.02399826049805
1
<0.1%
1
<0.1%
-50.0099983215332
1
<0.1%
1
<0.1%
-50.00199890136719
1
<0.1%
0
0.0%
-49.98400115966797
1
<0.1%
0
0.0%
-49.972999572753906
1
<0.1%
1
<0.1%
-49.970001220703125
2
<0.1%
0
0.0%
-49.9630012512207
1
<0.1%
2
<0.1%
-49.96200180053711
1
<0.1%
1
<0.1%
-49.95899963378906
1
<0.1%
2
<0.1%
-49.957000732421875
1
<0.1%
0
0.0%
-49.95399856567383
1
<0.1%
0
0.0%
LARGEST VALUES
41.23400115966797
1
<0.1%
3
<0.1%
41.167999267578125
1
<0.1%
2
<0.1%
41.15800094604492
1
<0.1%
1
<0.1%
40.96099853515625
1
<0.1%
1
<0.1%
40.939998626708984
1
<0.1%
1
<0.1%
40.92300033569336
1
<0.1%
1
<0.1%
40.85900115966797
1
<0.1%
0
0.0%
40.84600067138672
1
<0.1%
0
0.0%
40.65399932861328
1
<0.1%
1
<0.1%
40.62799835205078
1
<0.1%
0
0.0%
40.6150016784668
1
<0.1%
0
0.0%
40.60900115966797
1
<0.1%
1
<0.1%
40.58399963378906
1
<0.1%
0
0.0%
40.54600143432617
1
<0.1%
0
0.0%
40.529998779296875
1
<0.1%
0
0.0%
super_cooled_liquid_water:kgm2
MISSING:
---
---
TOP CATEGORIES
0.0
14,199
81%
77,448
66%
0.10000000149011612
1,936
11%
22,305
19%
0.20000000298023224
776
4%
8,611
7%
0.30000001192092896
388
2%
4,078
3%
0.4000000059604645
188
1%
2,327
2%
0.5
57
<1%
1,209
1%
0.6000000238418579
22
<1%
535
<1%
0.699999988079071
6
<1%
179
<1%
0.800000011920929
3
<1%
75
<1%
0.8999999761581421
1
<1%
36
<1%
1.0
0
0%
11
<1%
1.100000023841858
0
0%
5
<1%
1.399999976158142
0
0%
3
<1%
1.2999999523162842
0
0%
2
<1%
1.2000000476837158
0
0%
1
<1%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
super_cooled_liquid_water:kgm2
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
rain_water:kgm2
0.18
precip_type_5min:idx
0.09
dew_or_rime:idx
0.05
snow_density:kgm3
0.03
wind_speed_w_1000hPa:ms
0.02
is_in_shadow:idx
0.00
is_day:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON super_cooled_liquid_water:kgm2:
dew_or_rime:idx
0.04
rain_water:kgm2
0.03
precip_type_5min:idx
0.03
snow_density:kgm3
0.02
wind_speed_w_1000hPa:ms
0.00
is_in_shadow:idx
0.00
is_day:idx
0.00
elevation:m
0.00
snow_drift:idx
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
CORRELATION RATIO WITH...
effective_cloud_cover:p
0.43
visibility:m
0.40
snow_water:kgm2
0.39
total_cloud_cover:p
0.35
absolute_humidity_2m:gm3
0.32
dew_point_2m:K
0.30
precip_5min:mm
0.22
ceiling_height_agl:m
0.21
relative_humidity_1000hPa:p
0.19
wind_speed_u_10m:ms
0.19
air_density_2m:kgm3
0.18
t_1000hPa:K
0.17
cloud_base_agl:m
0.16
direct_rad_1h:J
0.14
t_1000hPa:K
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
dew_point_2m:K
0.89
absolute_humidity_2m:gm3
0.87
air_density_2m:kgm3
-0.82
snow_depth:cm
-0.26
fresh_snow_24h:cm
-0.20
clear_sky_energy_1h:J
0.19
total_cloud_cover:p
0.19
clear_sky_rad:W
0.17
effective_cloud_cover:p
0.17
direct_rad_1h:J
0.16
wind_speed_10m:ms
0.16
sun_elevation:d
0.16
fresh_snow_12h:cm
-0.15
snow_water:kgm2
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
snow_density:kgm3
0.38
dew_or_rime:idx
0.34
rain_water:kgm2
0.20
super_cooled_liquid_water:kgm2
0.17
precip_type_5min:idx
0.16
is_in_shadow:idx
0.15
is_day:idx
0.13
wind_speed_w_1000hPa:ms
0.04
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
274.29998779296875
206
1.2%
632
0.5%
274.3999938964844
201
1.1%
577
0.5%
275.79998779296875
199
1.1%
772
0.7%
274.5
195
1.1%
709
0.6%
273.1000061035156
183
1.0%
447
0.4%
273.0
181
1.0%
412
0.4%
275.8999938964844
180
1.0%
743
0.6%
274.6000061035156
179
1.0%
743
0.6%
272.6000061035156
175
1.0%
475
0.4%
275.6000061035156
171
1.0%
798
0.7%
276.0
167
1.0%
755
0.6%
273.79998779296875
165
0.9%
560
0.5%
277.5
163
0.9%
692
0.6%
276.29998779296875
159
0.9%
821
0.7%
274.79998779296875
158
0.9%
756
0.6%
SMALLEST VALUES
259.5
6
<0.1%
11
<0.1%
259.6000061035156
2
<0.1%
13
<0.1%
259.70001220703125
4
<0.1%
6
<0.1%
259.79998779296875
3
<0.1%
3
<0.1%
259.8999938964844
3
<0.1%
5
<0.1%
260.0
5
<0.1%
2
<0.1%
260.1000061035156
6
<0.1%
6
<0.1%
260.20001220703125
6
<0.1%
8
<0.1%
260.29998779296875
3
<0.1%
18
<0.1%
260.3999938964844
2
<0.1%
8
<0.1%
260.5
2
<0.1%
11
<0.1%
260.6000061035156
2
<0.1%
12
<0.1%
260.70001220703125
1
<0.1%
22
<0.1%
260.79998779296875
4
<0.1%
14
<0.1%
260.8999938964844
2
<0.1%
17
<0.1%
LARGEST VALUES
286.1000061035156
1
<0.1%
426
0.4%
286.0
1
<0.1%
483
0.4%
285.8999938964844
9
<0.1%
487
0.4%
285.79998779296875
10
<0.1%
413
0.4%
285.70001220703125
6
<0.1%
505
0.4%
285.6000061035156
7
<0.1%
494
0.4%
285.5
6
<0.1%
503
0.4%
285.3999938964844
7
<0.1%
514
0.4%
285.29998779296875
9
<0.1%
475
0.4%
285.20001220703125
20
0.1%
433
0.4%
285.1000061035156
23
0.1%
452
0.4%
285.0
20
0.1%
503
0.4%
284.8999938964844
24
0.1%
512
0.4%
284.79998779296875
23
0.1%
542
0.5%
284.70001220703125
18
0.1%
519
0.4%
total_cloud_cover:p
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
effective_cloud_cover:p
0.95
air_density_2m:kgm3
-0.35
visibility:m
-0.34
direct_rad_1h:J
-0.30
direct_rad:W
-0.30
snow_water:kgm2
0.30
sfc_pressure:hPa
-0.29
msl_pressure:hPa
-0.29
pressure_50m:hPa
-0.29
pressure_100m:hPa
-0.29
dew_point_2m:K
0.28
absolute_humidity_2m:gm3
0.26
wind_speed_10m:ms
0.23
relative_humidity_1000hPa:p
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.35
dew_or_rime:idx
0.19
precip_type_5min:idx
0.15
rain_water:kgm2
0.11
is_day:idx
0.06
is_in_shadow:idx
0.06
snow_density:kgm3
0.01
wind_speed_w_1000hPa:ms
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
100.0
6,545
37.2%
26,902
23.0%
0.0
995
5.7%
4,898
4.2%
99.9000015258789
365
2.1%
3,885
3.3%
99.80000305175781
238
1.4%
2,324
2.0%
99.69999694824219
174
1.0%
1,669
1.4%
99.5999984741211
148
0.8%
1,477
1.3%
99.5
121
0.7%
1,181
1.0%
99.4000015258789
111
0.6%
1,152
1.0%
99.30000305175781
94
0.5%
990
0.8%
99.19999694824219
93
0.5%
1,032
0.9%
0.699999988079071
92
0.5%
331
0.3%
99.0
79
0.4%
727
0.6%
98.9000015258789
77
0.4%
647
0.6%
0.6000000238418579
74
0.4%
256
0.2%
98.69999694824219
72
0.4%
549
0.5%
SMALLEST VALUES
0.0
995
5.7%
4,898
4.2%
0.10000000149011612
65
0.4%
185
0.2%
0.20000000298023224
45
0.3%
269
0.2%
0.30000001192092896
21
0.1%
43
<0.1%
0.4000000059604645
46
0.3%
264
0.2%
0.5
17
<0.1%
64
<0.1%
0.6000000238418579
74
0.4%
256
0.2%
0.699999988079071
92
0.5%
331
0.3%
0.800000011920929
54
0.3%
497
0.4%
0.8999999761581421
10
<0.1%
119
0.1%
1.0
21
0.1%
97
<0.1%
1.100000023841858
12
<0.1%
90
<0.1%
1.2000000476837158
27
0.2%
187
0.2%
1.2999999523162842
11
<0.1%
73
<0.1%
1.399999976158142
21
0.1%
101
<0.1%
LARGEST VALUES
100.0
6,545
37.2%
26,902
23.0%
99.9000015258789
365
2.1%
3,885
3.3%
99.80000305175781
238
1.4%
2,324
2.0%
99.69999694824219
174
1.0%
1,669
1.4%
99.5999984741211
148
0.8%
1,477
1.3%
99.5
121
0.7%
1,181
1.0%
99.4000015258789
111
0.6%
1,152
1.0%
99.30000305175781
94
0.5%
990
0.8%
99.19999694824219
93
0.5%
1,032
0.9%
99.0999984741211
66
0.4%
734
0.6%
99.0
79
0.4%
727
0.6%
98.9000015258789
77
0.4%
647
0.6%
98.80000305175781
67
0.4%
665
0.6%
98.69999694824219
72
0.4%
549
0.5%
98.5999984741211
51
0.3%
519
0.4%
visibility:m
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_humidity_1000hPa:p
-0.56
ceiling_height_agl:m
0.47
snow_water:kgm2
-0.45
effective_cloud_cover:p
-0.41
wind_speed_u_10m:ms
-0.39
total_cloud_cover:p
-0.34
cloud_base_agl:m
0.31
precip_5min:mm
-0.27
fresh_snow_3h:cm
-0.24
absolute_humidity_2m:gm3
-0.24
wind_speed_v_10m:ms
0.23
fresh_snow_6h:cm
-0.22
fresh_snow_1h:cm
-0.22
dew_point_2m:K
-0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
super_cooled_liquid_water:kgm2
0.40
precip_type_5min:idx
0.30
rain_water:kgm2
0.24
dew_or_rime:idx
0.09
wind_speed_w_1000hPa:ms
0.06
is_day:idx
0.04
is_in_shadow:idx
0.02
snow_density:kgm3
0.00
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
167.5
6
<0.1%
0
0.0%
5518.10009765625
3
<0.1%
0
0.0%
51191.30078125
3
<0.1%
0
0.0%
173.3000030517578
3
<0.1%
0
0.0%
45964.8984375
2
<0.1%
0
0.0%
49737.6015625
2
<0.1%
0
0.0%
24532.400390625
2
<0.1%
0
0.0%
40919.6015625
2
<0.1%
0
0.0%
26280.0
2
<0.1%
1
<0.1%
37424.69921875
2
<0.1%
0
0.0%
59286.5
2
<0.1%
0
0.0%
13411.400390625
2
<0.1%
0
0.0%
59300.8984375
2
<0.1%
0
0.0%
59705.8984375
2
<0.1%
0
0.0%
21881.099609375
2
<0.1%
0
0.0%
SMALLEST VALUES
160.1999969482422
1
<0.1%
0
0.0%
161.5
2
<0.1%
0
0.0%
162.8000030517578
2
<0.1%
0
0.0%
164.10000610351562
1
<0.1%
0
0.0%
164.1999969482422
1
<0.1%
0
0.0%
165.39999389648438
1
<0.1%
0
0.0%
165.5
1
<0.1%
0
0.0%
167.5
6
<0.1%
0
0.0%
168.89999389648438
1
<0.1%
0
0.0%
169.0
1
<0.1%
0
0.0%
169.39999389648438
1
<0.1%
0
0.0%
170.39999389648438
1
<0.1%
0
0.0%
171.39999389648438
1
<0.1%
0
0.0%
171.89999389648438
1
<0.1%
0
0.0%
172.39999389648438
1
<0.1%
0
0.0%
LARGEST VALUES
76737.796875
1
<0.1%
0
0.0%
76123.0
1
<0.1%
0
0.0%
75754.796875
1
<0.1%
0
0.0%
75643.0
1
<0.1%
0
0.0%
75586.203125
1
<0.1%
0
0.0%
75537.0
1
<0.1%
0
0.0%
75445.6015625
1
<0.1%
0
0.0%
75436.296875
1
<0.1%
0
0.0%
75389.796875
1
<0.1%
0
0.0%
75347.703125
1
<0.1%
0
0.0%
75341.0
1
<0.1%
0
0.0%
75305.5
1
<0.1%
0
0.0%
75263.296875
1
<0.1%
0
0.0%
75221.1015625
1
<0.1%
0
0.0%
75147.296875
1
<0.1%
0
0.0%
wind_speed_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
air_density_2m:kgm3
-0.33
wind_speed_u_10m:ms
0.31
wind_speed_v_10m:ms
0.29
effective_cloud_cover:p
0.27
prob_rime:p
-0.26
cloud_base_agl:m
-0.25
total_cloud_cover:p
0.23
dew_point_2m:K
0.19
snow_water:kgm2
0.17
precip_5min:mm
0.16
t_1000hPa:K
0.16
fresh_snow_6h:cm
0.16
fresh_snow_3h:cm
0.16
sfc_pressure:hPa
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dew_or_rime:idx
0.32
wind_speed_w_1000hPa:ms
0.20
precip_type_5min:idx
0.19
super_cooled_liquid_water:kgm2
0.08
rain_water:kgm2
0.05
is_day:idx
0.02
is_in_shadow:idx
0.02
snow_density:kgm3
0.01
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
1.5
542
3.1%
3,725
3.2%
1.399999976158142
540
3.1%
3,405
2.9%
1.7000000476837158
528
3.0%
3,669
3.1%
1.600000023841858
526
3.0%
3,718
3.2%
1.7999999523162842
521
3.0%
3,561
3.0%
1.899999976158142
473
2.7%
3,359
2.9%
2.700000047683716
461
2.6%
2,559
2.2%
2.0999999046325684
460
2.6%
3,182
2.7%
1.2999999523162842
457
2.6%
3,115
2.7%
2.5999999046325684
446
2.5%
2,582
2.2%
2.5
444
2.5%
2,807
2.4%
2.299999952316284
441
2.5%
2,938
2.5%
2.200000047683716
439
2.5%
2,976
2.5%
3.0999999046325684
434
2.5%
2,358
2.0%
2.0
433
2.5%
3,305
2.8%
SMALLEST VALUES
0.0
2
<0.1%
9
<0.1%
0.10000000149011612
18
0.1%
51
<0.1%
0.20000000298023224
24
0.1%
178
0.2%
0.30000001192092896
61
0.3%
386
0.3%
0.4000000059604645
76
0.4%
604
0.5%
0.5
133
0.8%
887
0.8%
0.6000000238418579
161
0.9%
1,176
1.0%
0.699999988079071
222
1.3%
1,517
1.3%
0.800000011920929
211
1.2%
1,784
1.5%
0.8999999761581421
232
1.3%
1,943
1.7%
1.0
276
1.6%
2,347
2.0%
1.100000023841858
394
2.2%
2,782
2.4%
1.2000000476837158
416
2.4%
2,913
2.5%
1.2999999523162842
457
2.6%
3,115
2.7%
1.399999976158142
540
3.1%
3,405
2.9%
LARGEST VALUES
9.399999618530273
2
<0.1%
16
<0.1%
9.300000190734863
1
<0.1%
27
<0.1%
9.199999809265137
2
<0.1%
35
<0.1%
9.100000381469727
2
<0.1%
44
<0.1%
9.0
4
<0.1%
42
<0.1%
8.899999618530273
4
<0.1%
57
<0.1%
8.800000190734863
3
<0.1%
63
<0.1%
8.699999809265137
4
<0.1%
48
<0.1%
8.600000381469727
5
<0.1%
71
<0.1%
8.5
2
<0.1%
71
<0.1%
8.399999618530273
8
<0.1%
93
<0.1%
8.300000190734863
3
<0.1%
105
<0.1%
8.199999809265137
5
<0.1%
100
<0.1%
8.100000381469727
8
<0.1%
102
<0.1%
8.0
4
<0.1%
102
<0.1%
wind_speed_u_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
visibility:m
-0.39
relative_humidity_1000hPa:p
0.32
wind_speed_10m:ms
0.31
fresh_snow_12h:cm
0.31
fresh_snow_6h:cm
0.29
ceiling_height_agl:m
-0.29
fresh_snow_24h:cm
0.28
effective_cloud_cover:p
0.26
fresh_snow_3h:cm
0.26
cloud_base_agl:m
-0.26
precip_5min:mm
0.23
total_cloud_cover:p
0.22
absolute_humidity_2m:gm3
0.21
dew_point_2m:K
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
precip_type_5min:idx
0.25
super_cooled_liquid_water:kgm2
0.19
wind_speed_w_1000hPa:ms
0.12
dew_or_rime:idx
0.09
rain_water:kgm2
0.07
snow_density:kgm3
0.07
is_in_shadow:idx
0.05
is_day:idx
0.03
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
-0.0
487
2.8%
2,347
2.0%
0.6000000238418579
419
2.4%
1,989
1.7%
0.10000000149011612
419
2.4%
2,362
2.0%
0.4000000059604645
402
2.3%
2,021
1.7%
0.5
394
2.2%
2,011
1.7%
0.30000001192092896
391
2.2%
2,167
1.9%
-0.10000000149011612
386
2.2%
2,365
2.0%
-0.20000000298023224
384
2.2%
2,312
2.0%
0.699999988079071
382
2.2%
1,951
1.7%
0.20000000298023224
357
2.0%
2,398
2.1%
-0.30000001192092896
325
1.8%
2,204
1.9%
-1.0
320
1.8%
1,929
1.7%
-1.100000023841858
310
1.8%
1,988
1.7%
0.800000011920929
307
1.7%
1,752
1.5%
-0.5
303
1.7%
2,203
1.9%
SMALLEST VALUES
-6.400000095367432
1
<0.1%
0
0.0%
-6.300000190734863
3
<0.1%
5
<0.1%
-6.199999809265137
6
<0.1%
9
<0.1%
-6.099999904632568
6
<0.1%
3
<0.1%
-6.0
7
<0.1%
1
<0.1%
-5.900000095367432
5
<0.1%
1
<0.1%
-5.800000190734863
5
<0.1%
1
<0.1%
-5.699999809265137
2
<0.1%
1
<0.1%
-5.599999904632568
2
<0.1%
4
<0.1%
-5.5
4
<0.1%
3
<0.1%
-5.400000095367432
3
<0.1%
6
<0.1%
-5.300000190734863
2
<0.1%
9
<0.1%
-5.199999809265137
5
<0.1%
22
<0.1%
-5.099999904632568
8
<0.1%
20
<0.1%
-5.0
9
<0.1%
29
<0.1%
LARGEST VALUES
9.199999809265137
1
<0.1%
18
<0.1%
9.100000381469727
1
<0.1%
36
<0.1%
9.0
3
<0.1%
32
<0.1%
8.899999618530273
2
<0.1%
21
<0.1%
8.800000190734863
3
<0.1%
27
<0.1%
8.699999809265137
3
<0.1%
37
<0.1%
8.600000381469727
3
<0.1%
34
<0.1%
8.5
1
<0.1%
49
<0.1%
8.399999618530273
4
<0.1%
49
<0.1%
8.300000190734863
1
<0.1%
67
<0.1%
8.199999809265137
1
<0.1%
69
<0.1%
8.100000381469727
3
<0.1%
78
<0.1%
8.0
5
<0.1%
72
<0.1%
7.900000095367432
3
<0.1%
97
<0.1%
7.800000190734863
8
<0.1%
103
<0.1%
wind_speed_v_10m:ms
MISSING:
---
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clear_sky_energy_1h:J
-0.31
clear_sky_rad:W
-0.29
wind_speed_10m:ms
0.29
diffuse_rad_1h:J
-0.28
diffuse_rad:W
-0.27
sun_elevation:d
-0.26
visibility:m
0.23
direct_rad_1h:J
-0.21
direct_rad:W
-0.20
ceiling_height_agl:m
0.17
relative_humidity_1000hPa:p
-0.16
t_1000hPa:K
0.12
wind_speed_u_10m:ms
-0.11
snow_depth:cm
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
is_in_shadow:idx
0.25
wind_speed_w_1000hPa:ms
0.23
is_day:idx
0.21
snow_density:kgm3
0.16
precip_type_5min:idx
0.10
super_cooled_liquid_water:kgm2
0.08
rain_water:kgm2
0.07
dew_or_rime:idx
0.04
elevation:m
0.00
snow_drift:idx
0.00
MOST FREQUENT VALUES
1.2000000476837158
631
3.6%
2,994
2.6%
1.2999999523162842
578
3.3%
2,919
2.5%
1.100000023841858
510
2.9%
3,016
2.6%
1.7000000476837158
510
2.9%
2,401
2.1%
1.5
507
2.9%
2,718
2.3%
1.399999976158142
495
2.8%
2,840
2.4%
1.600000023841858
480
2.7%
2,568
2.2%
1.0
460
2.6%
2,954
2.5%
0.8999999761581421
458
2.6%
2,732
2.3%
1.7999999523162842
443
2.5%
2,320
2.0%
2.0
407
2.3%
2,107
1.8%
1.899999976158142
398
2.3%
2,191
1.9%
2.0999999046325684
388
2.2%
2,073
1.8%
0.800000011920929
375
2.1%
2,640
2.3%
0.699999988079071
339
1.9%
2,529
2.2%
SMALLEST VALUES
-5.0
1
<0.1%
25
<0.1%
-4.900000095367432
6
<0.1%
25
<0.1%
-4.800000190734863
4
<0.1%
38
<0.1%
-4.699999809265137
6
<0.1%
54
<0.1%
-4.599999904632568
3
<0.1%
37
<0.1%
-4.5
7
<0.1%
56
<0.1%
-4.400000095367432
3
<0.1%
61
<0.1%
-4.300000190734863
2
<0.1%
80
<0.1%
-4.199999809265137
1
<0.1%
75
<0.1%
-4.099999904632568
3
<0.1%
89
<0.1%
-4.0
2
<0.1%
93
<0.1%
-3.9000000953674316
18
0.1%
123
0.1%
-3.799999952316284
8
<0.1%
147
0.1%
-3.700000047683716
9
<0.1%
147
0.1%
-3.5999999046325684
12
<0.1%
134
0.1%
LARGEST VALUES
7.699999809265137
2
<0.1%
18
<0.1%
7.599999904632568
1
<0.1%
19
<0.1%
7.5
3
<0.1%
15
<0.1%
7.400000095367432
2
<0.1%
20
<0.1%
7.300000190734863
2
<0.1%
15
<0.1%
7.199999809265137
4
<0.1%
24
<0.1%
7.099999904632568
2
<0.1%
26
<0.1%
7.0
4
<0.1%
35
<0.1%
6.900000095367432
8
<0.1%
50
<0.1%
6.800000190734863
4
<0.1%
58
<0.1%
6.699999809265137
6
<0.1%
53
<0.1%
6.599999904632568
6
<0.1%
58
<0.1%
6.5
3
<0.1%
66
<0.1%
6.400000095367432
5
<0.1%
68
<0.1%
6.300000190734863
3
<0.1%
65
<0.1%
wind_speed_w_1000hPa:ms
MISSING:
---
---
TOP CATEGORIES
-0.0
17,404
>99%
115,203
99%
-0.10000000149011612
153
<1%
688
<1%
0.10000000149011612
19
<1%
934
<1%
ALL
17,576
100%
116,825
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
wind_speed_w_1000hPa:ms
PROVIDES INFORMATION ON...
elevation:m
1.00
snow_drift:idx
1.00
dew_or_rime:idx
0.00
snow_density:kgm3
0.00
precip_type_5min:idx
0.00
rain_water:kgm2
0.00
is_day:idx
0.00
super_cooled_liquid_water:kgm2
0.00
is_in_shadow:idx
0.00

THESE FEATURES
GIVE INFORMATION
ON wind_speed_w_1000hPa:ms:
dew_or_rime:idx
0.03
snow_density:kgm3
0.02
is_day:idx
0.02
super_cooled_liquid_water:kgm2
0.02
is_in_shadow:idx
0.01
precip_type_5min:idx
0.01
rain_water:kgm2
0.00
elevation:m
-0.00
snow_drift:idx
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
wind_speed_w_1000hPa:ms
CORRELATION RATIO WITH...
wind_speed_v_10m:ms
0.23
wind_speed_10m:ms
0.20
wind_speed_u_10m:ms
0.12
relative_humidity_1000hPa:p
0.11
direct_rad:W
0.08
direct_rad_1h:J
0.08
visibility:m
0.06
sun_elevation:d
0.05
air_density_2m:kgm3
0.05
clear_sky_energy_1h:J
0.05
clear_sky_rad:W
0.05
t_1000hPa:K
0.04
fresh_snow_24h:cm
0.04
snow_depth:cm
0.04